The following discussion and analysis of our financial condition and results of
operations should be read in conjunction with our consolidated financial
statements, the accompanying notes, and other financial information included
elsewhere in this Annual Report on Form 10-K. This discussion contains
forward-looking statements that involve risks, uncertainties, and assumptions.
Our actual results could differ materially from those forward-looking statements
below. Factors that could cause or contribute to those differences include, but
are not limited to, those identified below and those discussed in the sections
titled "Risk Factors" and "Special Note Regarding Forward-Looking Statements"
included elsewhere in this Annual Report on Form 10-K.

A discussion regarding our financial condition and results of operations for the
year ended December 31, 2022 compared to the year ended December 31, 2021 is
presented below. A discussion regarding our financial condition and results of
operations for the year ended December 31, 2021 compared to the year ended
December 31, 2020 is included under "Management's Discussion and Analysis of
Financial Condition and Results of Operations" in our prior year Form 10-K filed
on March 1, 2022.

Overview

We are a leading provider of data and analytics technology and services to
healthcare organizations. Our Solution comprises our cloud-based data platforms,
software analytics applications, and professional services expertise. Our
clients, which are primarily healthcare providers, use our Solution to manage
their data, derive analytical insights to operate their organization, and
produce measurable clinical, financial, and operational improvements. We
envision a future where all healthcare decisions are data informed.

Health Catalyst was founded in 2008 by healthcare analytics industry pioneers.
Our founders and team developed the initial version of our Solution, consisting
of an early version of our data platform, select analytics accelerators, and
professional services expertise. From the beginning, our Solution has been
focused on enabling our mission: to be the catalyst for massive, measurable,
data-informed healthcare improvement. We currently employ more than 1,200 team
members.

Highlights from the years ended December 31, 2022, 2021, and 2020 include:


•For the years ended December 31, 2022, 2021, and 2020, our total revenue was
$276.2 million, $241.9 million, and $188.8 million, respectively. The growth in
revenue was primarily due to revenue from new clients, including clients of our
recent acquired entities, and existing clients paying higher technology access
fees from contractual, annual escalators.

•For the years ended December 31, 2022, 2021, and 2020, we incurred net losses
of $137.4 million, $153.2 million, and $115.0 million, respectively.

•For the years ended December 31, 2022, 2021, and 2020, our Adjusted EBITDA was
$(2.5) million, $(11.2) million, and $(21.3) million, respectively.


See "Reconciliation of Non-GAAP Financial Measures" below for more information
about this financial measure, including the limitations of such measure and a
reconciliation to the most directly comparable measure calculated in accordance
with GAAP. See "Key Factors Affecting Our Performance" for more information
about important opportunities and challenges related to our business.


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Challenging Macroeconomic Environment


Recent macroeconomic challenges (including high levels of inflation and high
interest rates), the tight labor market, and the lingering effects of the
COVID-19 pandemic continue to adversely affect workforces, organizations,
governments, clients, economies, and financial markets globally. These factors
have disrupted the normal operations of many businesses, including our business.
These factors have also placed the national healthcare system under significant
operational and budgetary strain, and will likely continue to do so in the near
term.

The health system end market, in particular, is experiencing meaningful
financial strain, in which it has realized significant increases in labor and
supply costs without a commensurate increase in revenue, leading to a
deterioration in operating margins across many of our clients and prospective
clients. We anticipate this dynamic to persist for at least the next few
quarters. Though we continue to have a robust pipeline, particularly in those
parts of our Solution that offer near-term, measurable cost savings, many
healthcare organizations have delayed near-term purchasing decisions and reduced
their costs as they reevaluate budgets in response to their financial
situations. This dynamic elongated our sales cycle, negatively impacted our
bookings achievement, resulted in some clients reducing their contracted fees
for certain elements of our Solution, and led to lower than anticipated
Dollar-Based Retention achievement in 2022. Although we have seen a decline in
our sales pipeline with respect to parts of our Solution that do not offer a
near-term, measurable return on investment (ROI), such as our clinically-focused
technology offerings and our more traditional professional services consulting,
we believe demand for other parts of our Solution that enable health systems to
achieve near-term financial improvements will continue to grow, including demand
for Tech-enabled Managed Services, our financial and operational analytic
applications, and components of our Population Health technology suite. These
parts of our Solution largely drove more positive bookings results in the second
half of 2022 as compared to the first half of 2022, and we anticipate they will
continue to drive improvement with respect to our DOS Subscription Clients and
Dollar-Based Retention in the near term.

We benefit from a highly recurring revenue model, in which greater than 90% of
our revenue is recurring in nature, and a high level of technology revenue
predictability, especially within our DOS Subscription Clients whose contracts
typically have built-in, contractual technology revenue escalators. During 2022,
however, in a few instances, we experienced clients trimming back their
near-term spend with us in an effort to meet short-term budget requirements.
This included the loss of a large enterprise DOS Subscription Client. Our
historical gross client retention has typically been very high, especially
amongst our enterprise DOS client base, and we believe the loss of this large
enterprise DOS client was a client-specific event. Within our professional
services segment, a subset of clients have reduced the number of FTEs engaged in
their initiatives, while in the technology segment, a small subset of modular
clients and smaller DOS platform clients have lowered their application and
analytics spend. Given the improved bookings performance of our Tech-enabled
Managed Services offering in 2022 and the continued growth in our pipeline from
that offering, we expect a higher proportion of our revenue growth in 2023 will
likely come from our professional services offering, as health systems look for
solutions to effectively address their near-term labor expense challenges. While
this expected change in revenue mix will likely lead to lower Adjusted
Professional Services Gross Margin and Total Adjusted Gross Margin in 2023 as
compared to prior years, we expect that we will continue to achieve improvements
in our Adjusted EBITDA as a result of the minimal incremental operating expense
required to support our Tech-enabled Managed Services growth.

We proactively responded to the challenging macroeconomic environment with a
strategic operating plan that emphasizes our offerings and go-to-market approach
on the areas where we have the most competitive differentiation and where
clients are most likely to achieve measurable financial and operational ROI both
in the near term and over time. We believe this focus will enable us to move
forward in a position of continued competitive and financial strength. We will
continue to refine this strategic operating plan and are continuing to make
several investments in research and development, primarily in enhancing the
capabilities within our DOS platform, in order to maintain our position as a
market-leading data platform over the long term.







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Our Business Model


We offer our Solution to a variety of healthcare organizations, primarily in the
United States, including academic medical centers, integrated delivery networks,
community hospitals, large physician practices, ACOs, health information
exchanges, health insurers, and other risk-bearing entities. We categorize our
client count into two primary categories: DOS Subscription Clients and Other
Clients. DOS Subscription Clients are defined as clients who directly or
indirectly access our DOS platform via a technology subscription contract.
Indirect access to the DOS platform may include DOS module components such as
Healthcare.AI, Pop Analyzer, IDEA, and other DOS platform components. See "Key
Business Metrics" for more information about our DOS Subscription Clients. Other
Clients generally include DOS non-subscription clients and other clients from
historical acquisitions. As of December 31, 2022, 2021, and 2020, we had 98, 90,
and 74 DOS Subscription Clients with active subscriptions, respectively. As of
December 31, 2022, we served over 425 Other Clients compared to over 350 as of
December 31, 2021. The increase in Other Clients from 2021 to 2022 was primarily
due to our acquisitions of ARMUS and KPI Ninja.

We derive substantially all of our revenue through subscriptions for use of our
technology and professional services on a recurring basis. In 2022, greater than
90% of our total revenue was recurring in nature. Clients pay for our technology
primarily on a subscription basis for our entire technology suite or for pieces
of our technology (e.g., DOS-only or modular portions of DOS, which we have
sometimes referred to as DOS Lite). We generally provide access to our
technology and deliver professional services to clients on a recurring basis,
with our technology invoiced upfront annually or quarterly and our professional
services invoiced monthly. Most of our technology and professional services
contracts with DOS Subscription Clients have a three or five-year term, of which
many are terminable after one year upon 90 days' notice. As we increase the use
cases we address at a given client, we have the opportunity to upsell
incremental technology and services. We have demonstrated an ability to upsell
technology and services to our client base over time as evidenced by a
Dollar-based Retention Rate of 100%, 112%, and 102% for the years ended
December 31, 2022, 2021, and 2020, respectively.

The primary costs incurred to deliver our technology are hosting fees and
headcount-related costs associated with our cloud services and support teams.
Hosting fees are related to providing our technology through a cloud-based
environment hosted primarily by Microsoft Azure. However, we also have deployed
DOS on-premise to a small number of clients. Over time, we plan to continue to
migrate our on-premise clients to Azure-hosted environments, increasing our
technology cost of revenue. We have experienced and expect to continue to
experience operational inefficiencies associated with managing multiple hosting
providers, resulting in a headwind against Adjusted Technology Gross Margin.
Additionally, we are in the early phases of migrating our DOS platform client
base to a single-instance, multi-tenant data platform architecture that includes
enhanced elastic compute capabilities supported by Snowflake and Databricks
database technologies. We expect that these investments in our DOS platform will
provide additional capabilities for our clients as well as improve our ability
to drive cost efficiencies in our hosting and support costs per client over
time. However, in the medium-term, we will incur some migration costs associated
with deploying the updated architecture across DOS platform clients, resulting
in a headwind for our Technology Gross Margin. The primary costs incurred to
deliver our professional services are the salaries, benefits, and other
headcount-related costs of our team members.

We delineate our sales organization by new client acquisition and existing
client retention and expansion. Selling efforts to new clients vary. Many of our
new clients engage with us broadly for multiple use cases, requiring buy-in
during the sales cycle across the C-suite. Alternatively, in some instances, we
engage with a client in a single-use case. After we demonstrate measurable
improvements, we work with our clients to expand the utilization of our Solution
to other use cases or enterprise-wide. The average sales cycle for a new DOS
Subscription Client is estimated to be approximately one year, but that timeline
can vary materially. Because of our vertical focus on the healthcare industry,
we believe our sales and marketing resources can be deployed more efficiently
than at horizontally-focused companies that provide technology and services to
multiple industries. Additionally, with our increased focus on driving expansion
within our existing client base through our Tech-enabled Managed Services
offering, we believe that our sales and marketing infrastructure is positioned
well to generate meaningful leverage and growth within our services offerings
without the need for the same level of incremental investment as in prior years.
This operating leverage primarily stems from the fact that we already have an
existing relationship with the client, inclusive of having invested in client
success initiatives and having provided account management services to the
client since the beginning of our contractual relationship. Over the past few
years, we have invested in growth infrastructure by adding to our sales
operations and marketing teams, which are built to help us scale over the long
term.

We have demonstrated a consistent track record of innovation through research
and development over time as evidenced by our new product features and new
product offerings. This innovation is driven by feedback we glean from our
clients, professional services teams, and the market generally. Our investments
in product development have been focused on increasing the capabilities of our
Solution and expanding the number of use cases we address for our clients.


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Key Business Metrics

We regularly review a number of metrics, including the following key financial
metrics, to manage our business and evaluate our operating performance compared
to that of other companies in our industry:
                                                            Year Ended December 31,
                                                      2022              2021            2020
                                                       (in thousands, except percentages)
Total revenue                                   $    276,236        $ 241,926       $ 188,845
Adjusted Technology Gross Profit                $    122,284        $ 102,326       $  75,666
Adjusted Technology Gross Margin                          69   %           69  %           68  %

Adjusted Professional Services Gross Profit $ 23,565 $ 25,544 $ 19,358
Adjusted Professional Services Gross Margin

               24   %           27  %           25  %
Total Adjusted Gross Profit                     $    145,849        $ 127,870       $  95,024
Total Adjusted Gross Margin                               53   %           53  %           50  %
Adjusted EBITDA                                 $     (2,487)       $ (11,248)      $ (21,287)

We monitor the key metrics set forth in the preceding table to help us evaluate
trends, establish budgets, measure the effectiveness and efficiency of our
operations, and determine team member incentives. We discuss Adjusted Gross
Profit, Adjusted Gross Margin, and Adjusted EBITDA in more detail below.

Adjusted gross profit and adjusted gross margin


Adjusted Gross Profit is a non-GAAP financial measure that we define as revenue
less cost of revenue, excluding depreciation and amortization, adding back
stock-based compensation, acquisition-related costs, net, and restructuring
costs as applicable. We define Adjusted Gross Margin as our Adjusted Gross
Profit divided by our revenue. We believe Adjusted Gross Profit
and Adjusted Gross Margin are useful to investors as they eliminate the impact
of certain non-cash expenses and allow a direct comparison of these measures
between periods without the impact of non-cash expenses and certain other
non-recurring operating expenses. We present both of these measures for our
technology and professional services business. We believe
these non-GAAP measures are useful in evaluating our operating performance
compared to that of other companies in our industry, as these metrics generally
eliminate the effects of certain items that may vary from company to company for
reasons unrelated to overall profitability.

See above for information regarding the limitations of using our Adjusted Gross
Profit and Adjusted Gross Margin as financial measures and for a reconciliation
of revenue to our Adjusted Gross Profit, the most directly comparable financial
measure calculated in accordance with GAAP.

Adjusted EBITDA


Adjusted EBITDA is a non-GAAP financial measure that we define as net loss
adjusted for (i) interest and other (income) expense, net, (ii) loss on
extinguishment of debt, (iii) income tax provision (benefit), (iv) depreciation
and amortization, (v) stock-based compensation, (vi) acquisition-related costs,
net, including the change in fair value of contingent consideration liabilities
for potential earn-out payments, (vii) restructuring costs, and (viii)
non-recurring lease-related charges. We believe Adjusted EBITDA provides
investors with useful information on period-to-period performance as evaluated
by management and comparison with our past financial performance. We believe
Adjusted EBITDA is useful in evaluating our operating performance compared to
that of other companies in our industry, as this metric generally eliminates the
effects of certain items that may vary from company to company for reasons
unrelated to overall operating performance.

See "Reconciliation of Non-GAAP Financial Measures" below for information
regarding the limitations of using our Adjusted EBITDA as a financial measure
and for a reconciliation of our net loss to Adjusted EBITDA, the most directly
comparable financial measure calculated in accordance with GAAP.
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Other Key Metrics

We also regularly monitor and review the number of DOS Subscription Clients and
Dollar-based Retention Rate as shown in the following tables:

DOS Subscription Clients
                                    As of December 31,
                             2022              2021       2020
DOS Subscription Clients     98                90          74


Since 2016, our primary contracting model is a subscription-based contract to
our DOS platform, analytics applications, and professional services. Given how
fundamental DOS is to our Solution and because the vast majority of our total
revenue is derived from DOS Subscription Clients, we believe our DOS
Subscription Client count is a representation of our market penetration and the
growth of our business. We have updated the name of this key metric to DOS
Subscription Clients from DOS Subscription Customers used in prior filings as we
feel that the client reference more fully depicts the deep, long-standing,
multi-faceted relationships we strive to build with the entities we serve.

DOS Subscription Clients are defined as clients who directly or indirectly
access our DOS platform via a technology subscription contract. Indirect access
to the DOS platform may include DOS module components such as Healthcare.AI, Pop
Analyzer, IDEA, and other DOS platform components. Given the variety of ways to
access DOS and the mix of specific components of DOS available to be included in
a subscription contract, average subscription revenue for new DOS Subscription
Clients in a given calendar year can vary. Although subscription revenue from
individual DOS Subscription Client arrangements may vary dramatically, we
generally expect average subscription revenue for new DOS Subscription Clients
in a calendar year will range between $500,000 and $1,500,000.

The average subscription revenue for DOS Subscription Clients signed in the
twelve-month period ended December 31, 2022 (2022 DOS Subscription Clients), for
instance, was towards the midpoint of the average expected range, in part driven
by some heightened interest in stand-alone DOS module components, such as
Healthcare.AI, which results in subscription revenue that is significantly lower
than subscription revenue derived from a contract that includes direct access to
all of the DOS platform components. We believe those lower subscription revenue
contracts for stand-alone DOS module components enable a shorter sales cycle,
provides greater deal certainty in challenging macroeconomic times, and provides
an opportunity to expand our relationship and increase future revenue with those
clients over time. Meanwhile, other contracts with new 2022 DOS Subscription
Clients resulted in subscription revenue significantly above the expected
average range driven by the size of the client organization and the bundle of
technology and services included in their subscription.

Our net new DOS Subscription Client additions were lower in 2022 as compared to
2021, and we expect our 2023 net new DOS Subscription Client additions to also
be lower compared to 2021 due to the continued financial strain and budget
constraints in our end-market.

Dollar-based Retention Rate
                                         Year Ended December 31,
                                       2022               2021       2020
Dollar-based Retention Rate                    100  %     112  %     102  %


We calculate our Dollar-based Retention Rate as of a period end by starting with
the sum of the technology and professional services Annual Recurring Revenue
(ARR) from our DOS Subscription Clients as of the date 12 months prior to such
period end (prior period ARR). We then calculate the sum of the ARR from these
same clients as of the current period end (current period ARR). Current period
ARR includes any upsells and also reflects contraction or attrition over the
trailing twelve months but excludes revenue from new DOS Subscription Clients
added in the current period. We then divide the current period ARR by the prior
period ARR to arrive at our Dollar-based Retention Rate. We calculate ARR for
each DOS Subscription Client as the expected monthly recurring revenue of our
clients as of the last day of a period multiplied by 12. Because our primary
business model is to contract for our DOS platform, analytics applications, and
professional services, our Dollar-Based Retention Rate calculated above only
includes our DOS Subscription Clients. Other Clients that do not meet the
definition of a DOS Subscription Client, which are primarily legacy Medicity,
Able Health, Healthfinch, Vitalware, Twistle, KPI Ninja, and ARMUS clients, are
not included in the Dollar-based Retention Rate metrics.


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Given the nature of our technology contracts, which, for many DOS platform
clients, are generally priced for multi-year periods and have built-in,
contractual escalators, we would generally anticipate less variation within our
Dollar-based Retention Rate for technology fees as a result of current
challenging macroeconomic factors. However, our technology Dollar-based
Retention Rate decreased as of December 31, 2022 compared to December 31, 2021
primarily due to the loss of a large enterprise DOS platform client, a decline
in our sales pipeline with respect to parts of our Solution that do not offer
near-term ROI, such as our clinically-focused technology offerings, and a few
clients reducing their near-term spend with us in an effort to meet their
short-term budget requirements. As noted, our Dollar-based Retention Rate Key
Metric excludes Other Clients who are not DOS Subscription Clients, including
clients added through acquisition, as the go-forward technology revenue growth
profiles of these businesses may vary from our core DOS Subscription Clients.
For example, Medicity clients have generated a lower Dollar-based Retention Rate
than DOS Subscription Clients and we expect flat to declining revenue from
Medicity clients in the foreseeable future.

The financial strain imposed by COVID-19 on a number of our clients led to a
meaningfully lower professional services dollar-based retention in 2020 compared
to prior years due to discounts provided to support our clients through the
financial strain related to the initial outbreak. We did not provide similar
discounts during 2021 and saw improvement in our Dollar-based Retention Rate for
professional services fees compared to 2020. However, 2022 proved to be a more
challenging year than anticipated as a result of the inflationary macroeconomic
environment and the meaningful financial strain that our health system end
market faced, which contributed to a lower Dollar-based Retention Rate compared
to 2021. We anticipate that there will continue to be variation in our
professional services Dollar-based Retention Rate in the near term, however, we
expect it to improve in 2023 relative to 2022, primarily driven by opportunities
in our Tech-enabled Managed Services offering. While the vast majority of our
professional services revenue are recurring in nature, we also provide clients
with an option to engage with us for non-recurring, project-based professional
services fees. These non-recurring, project-based fees are less predictable than
our recurring services and can drive fluctuations in quarterly professional
services revenues and in prior period comparisons.

                 Reconciliation of Non-GAAP Financial Measures

In addition to our results determined in accordance with GAAP, we believe the
following non-GAAP measures are useful in evaluating our operating performance.
We use the following non-GAAP financial information to evaluate our ongoing
operations, as a component in determining employee bonus compensation, and for
internal planning and forecasting purposes. We believe that non-GAAP financial
information, when taken collectively, may be helpful to investors because it
provides consistency and comparability with past financial performance. However,
non-GAAP financial information is presented for supplemental informational
purposes only, has limitations as an analytical tool, and should not be
considered in isolation or as a substitute for financial information presented
in accordance with GAAP. In addition, other companies, including companies in
our industry, may calculate similarly-titled non-GAAP measures differently or
may use other measures to evaluate their performance, all of which could reduce
the usefulness of our non-GAAP financial measures as tools for comparison. A
reconciliation is provided below for each non-GAAP financial measure to the most
directly comparable financial measure stated in accordance with GAAP. Investors
are encouraged to review the related GAAP financial measures and the
reconciliation of these non-GAAP financial measures to their most directly
comparable GAAP financial measures, and not to rely on any single financial
measure to evaluate our business.

Adjusted gross profit and adjusted gross margin


Adjusted Gross Profit is a non-GAAP financial measure that we define as revenue
less cost of revenue, excluding depreciation and amortization, adding back
stock-based compensation, acquisition-related costs, net, and restructuring
costs, as applicable. We define Adjusted Gross Margin as our Adjusted Gross
Profit divided by our revenue. We believe Adjusted Gross Profit
and Adjusted Gross Margin are useful to investors as they eliminate the impact
of certain non-cash expenses and allow a direct comparison of these measures
between periods without the impact of non-cash expenses and certain other
non-recurring operating expenses. We present both of these measures for our
technology and professional services business. We believe
these non-GAAP measures are useful in evaluating our operating performance
compared to that of other companies in our industry, as these metrics generally
eliminate the effects of certain items that may vary from company to company for
reasons unrelated to overall profitability.



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The following is a reconciliation of revenue to our Adjusted Gross Profit and
Adjusted Gross Margin in total and for technology and professional services for
the years ended December 31, 2022, 2021, and 2020:

                                                                            

Year Ended December 31, 2022

(in thousands, except percentages)

                                                                                          Professional
                                                                 Technology                 Services              Total
Revenue                                                       $    176,288               $     99,948          $ 276,236
Cost of revenue, excluding depreciation and amortization           (56,642)                   (86,407)          (143,049)
Gross profit, excluding depreciation and amortization              119,646                     13,541            133,187

Add:

Stock-based compensation                                             2,058                      8,230             10,288
Acquisition-related costs, net(1)                                      351                        655              1,006
Restructuring costs(2)                                                 229                      1,139              1,368
Adjusted Gross Profit                                         $    122,284               $     23,565          $ 145,849
Gross margin, excluding depreciation and amortization                   68   %                     14  %              48  %
Adjusted Gross Margin                                                   69   %                     24  %              53  %


__________________
(1) Acquisition-related costs, net include deferred retention expenses following
the ARMUS, KPI Ninja, and Twistle acquisitions.
(2) Restructuring costs include severance and other team member costs from
workforce reductions.

                                                                            

Year Ended December 31, 2021

(in thousands, except percentages)

                                                                                          Professional
                                                                 Technology                 Services              Total
Revenue                                                       $    147,718               $     94,208          $ 241,926
Cost of revenue, excluding depreciation and amortization           (47,516)                   (76,838)          (124,354)
Gross profit, excluding depreciation and amortization              100,202                     17,370            117,572

Add:

Stock-based compensation                                             2,063                      8,047             10,110
Acquisition-related costs, net(1)                                       61                        127                188
Adjusted Gross Profit                                         $    102,326               $     25,544          $ 127,870
Gross margin, excluding depreciation and amortization                   68   %                     18  %              49  %
Adjusted Gross Margin                                                   69   %                     27  %              53  %


__________________

(1) Acquisition-related costs, net includes deferred retention expenses
following the acquisition of Twistle.

Year Ended December 31, 2020

                                                                     (in 

thousands, except percentages)

                                                                                    Professional
                                                           Technology                 Services              Total
Revenue                                                 $    110,467               $     78,378          $ 188,845
Cost of revenue, excluding depreciation and
amortization                                                 (35,604)                   (62,473)           (98,077)

Gross profit, excluding depreciation and amortization 74,863

             15,905             90,768
Add:
Stock-based compensation                                         803                      3,453              4,256

Adjusted Gross Profit                                   $     75,666               $     19,358          $  95,024
Gross margin, excluding depreciation and amortization             68   %                     20  %              48  %
Adjusted Gross Margin                                             68   %                     25  %              50  %




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Adjusted Technology Gross Margin remained consistent at 69% for the years ended
December 31, 2022 and 2021. The year-over-year result was mainly driven by
existing clients paying higher technology access fees from contractual, built-in
escalators, without the corresponding increase in hosting costs. The increase
was offset by headwinds due to the continued costs associated with transitioning
a portion of our client base to Azure-hosted environments as well as increased
support costs without a commensurate increase in revenue.

We expect Adjusted Technology Gross Margin to fluctuate and potentially decline
in the near term, primarily due to additional costs associated with the ongoing
transition of a small number of clients from on-premise and our managed data
centers to third-party hosted data centers with Microsoft Azure and the
migration of a subset of clients to our multi-tenant, Snowflake and
Databricks-enabled data platform environment, as well as a small subset of
modular clients reducing their software analytics application costs, which tend
to be higher margin offerings.

Adjusted Professional Services Gross Margin decreased from 27% for the year
ended December 31, 2021 to 24% for the year ended December 31, 2022, due
primarily to a change in the mix of professional services we provided and lower
utilization rates. Our professional services are comprised of data and analytics
services, domain expertise services, Tech-enabled Managed Services, and
implementation services. The majority of our professional services revenue is
generated from data and analytic services and domain expertise services, which
are the highest gross margin professional services we provide. The delivery mix
among all of our services in a given period can lead to fluctuations in our
Adjusted Professional Services Gross Margin.

We expect Adjusted Professional Services Gross Margin to fluctuate on a
quarterly basis and to decline in the near term due to changes in the mix of
services we provide, the amount of operational overhead required to deliver our
services, and clients delaying or reducing services due to the uncertain and
challenging macroeconomic environment. Specifically, in the near term we expect
our mix of services to include more Tech-enabled Managed Services, which have
minimal initial services gross margins that gradually increase over time as the
company drives efficiencies in service delivery through the use of our
technology. As part of our Tech-enabled Managed Services contracts, we often
re-badge existing health system team members within the applicable functional
area as Health Catalyst team members. We often provide a client with a near-term
discount relative to their existing costs for the scope of the Tech-enabled
Managed Services opportunity, and we drive incremental gross margin over time by
leveraging our technology and know-how to make processes more efficient and
reduce the client's labor costs. While there will likely be a headwind to gross
margin from these Tech-enabled Managed Services in the near term, we believe
this model will benefit our mid and long-term Adjusted EBITDA and profitability
targets due to improved direct margin on these services over time, our ability
to drive operating leverage with lower relative incremental operating expense
investment required, and the fact that these contracts typically result in
long-term technology subscription contract renewals or expansion.

Total Adjusted Gross Margin remained consistent at 53% for the years ended
December 31, 2022 and 2021. We expect total Adjusted Gross Margin to fluctuate
and decline in the near term, primarily due to anticipated growth in
professional services, including Tech-enabled Managed Services.

Adjusted EBITDA


Adjusted EBITDA is a non-GAAP financial measure that we define as net loss
adjusted for (i) interest and other expense, net, (ii) loss on extinguishment of
debt, (iii) income tax benefit, (iv) depreciation and amortization, (v)
stock-based compensation, (vi) acquisition-related costs, net, (vii)
restructuring costs, and (viii) non-recurring lease-related charges. We view
acquisition-related expenses when applicable, such as transaction costs and
changes in the fair value of contingent consideration liabilities that are
directly related to business combinations, as costs that are unpredictable,
dependent upon factors outside of our control, and are not necessarily
reflective of operational performance during a period. We believe that excluding
the recent restructuring costs allows for more meaningful comparisons between
operating results from period to period as this is separate from the core
activities that arise in the ordinary course of our business. We believe
Adjusted EBITDA provides investors with useful information on period-to-period
performance as evaluated by management and a comparison with our past financial
performance, and is useful in evaluating our operating performance compared to
that of other companies in our industry, as this metric generally eliminates the
effects of certain items that may vary from company to company for reasons
unrelated to overall operating performance. Our Adjusted EBITDA improved
year-over-year as a result of our revenue growth and cost reduction initiatives,
and we generally expect Adjusted EBITDA to continue to improve going forward,
although it may fluctuate from quarter to quarter as a result of the timing of
non-recurring professional services revenue and the seasonality of certain
operating costs, including costs related to our Healthcare Analytics Summit
(HAS), which has previously occurred in the third quarter of each year.



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The following is a reconciliation of our net loss to Adjusted EBITDA for the
years ended December 31, 2022, 2021, and 2020:

                                                    Year Ended December 31,
                                              2022            2021            2020
                                                         (in thousands)
Net loss                                  $ (137,403)     $ (153,210)     $ (115,017)
Add:
Interest and other expense, net                1,678          16,458        

11,572

Loss on extinguishment of debt                     -               -        

8,514

Income tax benefit                            (4,280)         (6,898)       

(1,194)

Depreciation and amortization                 48,297          37,528        

18,725

Stock-based compensation                      72,104          65,145        

37,957

Acquisition-related costs, net(1)              4,894          27,929        

16,758

Restructuring costs(2)                         8,425               -        

Non-recurring lease-related charges(3)         3,798           1,800           1,398
Adjusted EBITDA                           $   (2,487)     $  (11,248)     $  (21,287)


__________________
(1)Acquisition-related costs, net includes third-party fees associated with due
diligence, deferred retention expenses, post-acquisition restructuring costs
incurred as part of business combinations, and changes in fair value of
contingent consideration liabilities for potential earn-out payments. For
additional details refer to Notes 1, 2, and 7 in our consolidated financial
statements.
(2)Restructuring costs include severance and other team member costs from
workforce reductions, impairment of discontinued capitalized software projects,
and other miscellaneous charges. For additional details, refer to Note 11 in our
consolidated financial statements.
(3)Non-recurring lease-related charges includes lease-related impairment charges
for the subleased portion of our corporate headquarters and duplicate rent
expense incurred during the relocation of our corporate headquarters. For
additional details refer to Note 9 in our consolidated financial statements.

Key Factors Affecting Our Performance


We believe that our future growth, success, and performance are dependent on
many factors, including those set forth below. While these factors present
significant opportunities for us, they also represent the challenges that we
must successfully address in order to grow our business and improve our results
of operations.

•Impact of challenging macroeconomic environment, including high inflation and
high interest rates, and the lingering effects of the COVID-19 pandemic. Recent
macroeconomic challenges (including the high levels of inflation and high
interest rates), the tight labor market, and the lingering effects of the
COVID-19 pandemic continue to adversely affect workforces, organizations,
governments, clients, economies, and financial markets globally, leading to an
economic downturn and increased market volatility. They have also disrupted the
normal operations of many businesses, including ours. Our health system end
market is currently experiencing meaningful financial strain from significant
inflation with increases in labor and supply costs without a commensurate
increase in revenue, leading to significant margin pressure. This margin
pressure along with the lingering effects the COVID-19 pandemic could continue
to decrease healthcare industry spending, adversely affect demand for our
technology and services, cause one or more of our clients to file for bankruptcy
protection or go out of business, cause one or more of our clients to fail to
renew, terminate, or renegotiate their contracts, affect the ability of our
sales team to travel to potential clients and the ability of our professional
services teams to conduct in-person services and trainings, impact expected
spending from new clients, negatively impact collections of accounts receivable,
and harm our business, results of operations, and financial condition. It is not
possible for us to predict the duration or magnitude of the adverse results of
the challenging macroeconomic environment and its effects on our business,
results of operations, or financial condition at this time.

•Add new clients. We believe our ability to increase our client base will enable
us to drive growth. Our potential client base is generally in the early stages
of data and analytics adoption and maturity. We expect to further penetrate the
market over time as potential clients invest in commercial data and analytics
solutions. As one of the first data platform and analytics vendors focused
specifically on healthcare organizations, we have an early-mover advantage and
strong brand awareness. Our clients are large, complex organizations who
typically have long procurement cycles which may lead to declines in the pace of
our new client additions.



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•Leverage recent product and services offerings to drive expansion. We believe
that our ability to expand within our client base will enable us to drive
growth. Over the last few years, we have developed and deployed several new
analytics applications including PowerCosting (formerly known as CORUS),
PowerLabor, Touchstone, Patient Safety Monitor, Pop Analyzer (formerly known as
Population Builder), Value Optimizer, and others. Because we are in the early
stages of certain of our applications' lifecycles and maturity, we do not have
enough information to know the impact on revenue growth by upselling these
applications and associated services to current and new clients.

•Impact of acquisitions. We have acquired multiple companies over the last few
years, including Medicity in June 2018, Able Health in February 2020,
Healthfinch in July 2020, Vitalware in September 2020, Twistle in July 2021, KPI
Ninja in February 2022, and ARMUS in April 2022. The historical and go-forward
revenue growth profiles of these businesses may vary from our core DOS
Subscription Clients, which can positively or negatively impact our overall
growth rate. For example, Medicity clients have generated a lower dollar-based
retention rate than DOS Subscription Clients and we expect declining revenue
from Medicity clients in the foreseeable future. As we integrate the teams
acquired via our recent acquisitions, we have also incurred integration-related
costs and duplicative costs that could impact our operating cost profile in the
near term.

•Changing revenue mix. Our technology and professional services offerings have
materially different gross margin profiles. While our professional services
offerings help our clients achieve measurable improvements and make them
stickier, they have lower gross margins than our technology revenue. In 2022,
our technology revenue and professional services revenue represented 64% and 36%
of total revenue, respectively.

Changes in our percentage of revenue attributable to Technology and Professional
Services would impact future Total Adjusted Gross Margin. For example, in 2023
we expect professional services revenue to become a higher percentage of total
revenue as a result of increased demand for Tech-enabled Managed Services that
tend to provide an immediate return on investment for clients, including in the
form of cost savings for the client. Furthermore, changes within the types of
professional services we offer over time can have a material impact on our
Adjusted Professional Services Gross Margin, impacting our future Total Adjusted
Gross Margin. See "Reconciliation of Non-GAAP Financial Measures" above for more
information.

•Transitions to Microsoft Azure and migration to multi-tenant, Snowflake and
Databricks enabled data platform environment. We incur hosting fees related to
providing DOS through a cloud-based environment hosted by Microsoft Azure. We
maintain a small number of clients that have deployed DOS on-premise. We are in
the process of migrating clients who deployed DOS on-premise to Azure-hosted
environments. The Azure cloud provides clients with more advanced DOS product
functionality and a more seamless client experience; however, hosting clients in
Azure is more costly than on-premise deployments on a per-client basis. We have
also started migrating certain clients to our multi-tenant, Snowflake and
Databricks-enabled data platform environment. These transitions have and will
continue to result in higher cost of technology revenue and a reduced Adjusted
Technology Gross Margin.

Recent Acquisitions

ARMUS Corporation.

On April 29, 2022, we acquired ARMUS, a clinical registry development and data
management technology company based in Foster City, California. ARMUS provides
data abstraction, data validation, data management, data submission, and data
reporting services to support participation in clinical quality registries for
healthcare institutions around the world, including health systems, payers,
medical device companies, and premier medical societies. The acquisition
consideration transferred was $9.4 million and was comprised of net cash
consideration of $9.3 million and Health Catalyst common shares with a fair
value of $0.1 million, net of shares subject to revesting that are accounted for
as post-acquisition stock-based compensation.

KPI Ninja, Inc.


On February 24, 2022, we acquired KPI Ninja, a leading provider of
interoperability, enterprise analytics, and value-based care solutions based in
Lincoln, Nebraska. KPI Ninja is known for its powerful capabilities, flexible
configurations, and comprehensive applications designed to fulfill the promise
of data-driven healthcare. The acquisition consideration transferred was $21.4
million and was comprised of net cash consideration of $18.5 million and Health
Catalyst common shares with a fair value of $2.9 million, net of shares subject
to revesting that are accounted for as post-acquisition stock-based
compensation.


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Twistle, Inc.

On July 1, 2021, we acquired Twistle, Inc. (Twistle), a healthcare patient
engagement SaaS technology company that automates patient-centered communication
between care teams and patients to transform the patient experience, drive
better care outcomes, and reduce healthcare costs. We anticipate that Twistle's
leading clinical workflow and patient engagement platform, paired with the
Health Catalyst population health offering, will enable a comprehensive
go-to-market solution to address the population health needs of healthcare and
life science organizations. The acquisition consideration transferred was $91.9
million, consisting of net cash consideration of $46.7 million, Health Catalyst
common shares with a fair value of $43.1 million, and contingent consideration
based on certain earn-out performance targets for Twistle during an earn-out
period that ended on June 30, 2022, which had an initial estimated fair value of
$2.1 million. The earn-out contingent consideration liability was settled during
the third quarter of 2022.

Vitalware, LLC

On September 1, 2020, we acquired Vitalware, LLC (Vitalware), a provider of
revenue workflow optimization and analytics SaaS technology solutions to
healthcare organizations, in a transaction accounted for as a business
combination. Vitalware's flagship offering is a chargemaster management solution
that delivers analytics for the complex regulatory and compliance functions
needed by healthcare provider systems. Additionally, Vitalware brings to bear
newer product suites to help health systems capture lost revenue and to support
compliance with expanding pricing transparency regulation. The acquisition
consideration transferred was $119.2 million and was comprised of net cash
consideration of $69.6 million, Health Catalyst common shares with a fair value
of $41.3 million, and contingent consideration based on certain earn-out
performance targets for Vitalware during an earn-out period that ended on
March 31, 2021, which had and initial estimated fair value of $8.3 million. The
purchase resulted in Health Catalyst acquiring 100% ownership in Vitalware. The
earn-out contingent consideration liability was settled during the second
quarter of 2021.

Healthfinch, Inc.


On July 31, 2020, we acquired Healthfinch, Inc. (Healthfinch), which provides a
workflow integration engine delivering insights and analytics into EMR workflows
to automate physicians' ability to close patient care gaps in real-time, in a
transaction accounted for as a business combination. We believe this acquisition
will strengthen our existing population health capabilities. The acquisition
consideration transferred was $50.5 million and was comprised of net cash
consideration of $16.9 million, Health Catalyst common shares with a fair value
of $27.8 million, and contingent consideration based on certain earn-out
performance targets for Healthfinch during an earn-out period that ended on
July 31, 2021, which had an initial fair value of $5.8 million. The purchase
resulted in Health Catalyst acquiring 100% ownership in Healthfinch.
Approximately half of the earn-out was settled during the third quarter of 2021
and the remaining amount was settled during the first quarter of 2022.

Able Health, Inc.


On February 21, 2020, we acquired Able Health, Inc. (Able Health), a leading
SaaS provider of quality and regulatory measurement tracking and reporting to
healthcare providers and risk-bearing entities, in a transaction accounted for
as a business combination. We believe this acquisition will strengthen Health
Catalyst's Quality and Regulatory Measures capabilities. The acquisition
consideration transferred was $21.5 million and was comprised of net cash
consideration of $15.2 million, Health Catalyst common shares with a fair value
of $3.3 million, and contingent consideration based on achievement of Able
Health specified incremental client billings for the year ended December 31,
2020, which had an initial fair value of $3.0 million. The purchase resulted in
Health Catalyst acquiring 100% ownership in Able Health. The earn-out contingent
consideration liability was settled during the first quarter of 2021.

Components of Our Results of Operations

Revenue


We derive our revenue from sales of technology and professional services. For
the years ended December 31, 2022, 2021, and 2020, technology revenue
represented 64%, 61%, and 58% of total revenue, respectively, and professional
services revenue represented 36%, 39%, and 42% of total revenue, respectively.


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Technology revenue.  Technology revenue primarily consists of subscription fees
charged to clients for access to use our data platform and analytics
applications. We provide clients access to our technology through either an
all-access or limited-access, modular subscription. Most of our subscription
contracts are cloud-based and generally have a three or five-year term, of which
many are terminable after one year upon 90 days' notice. The vast majority of
our DOS subscription contracts have built-in annual escalators for technology
access fees. Also included in technology revenue is the maintenance and support
we provide, which generally includes updates and support services.

Professional services revenue.  Professional services revenue primarily includes
analytics services, domain expertise services, Tech-enabled Managed Services,
and implementation services. Professional services arrangements typically
include a fee for making FTE services available to our clients on a monthly
basis. FTE services generally consist of a blend of analytic engineers,
analysts, and data scientists based on the domain expertise needed to best serve
our clients.

Deferred revenue

Deferred revenue consists of client billings in advance of revenue being
recognized from our technology and professional services arrangements. We
primarily invoice our clients for technology arrangements annually or quarterly
in advance. Amounts anticipated to be recognized within one year of the balance
sheet date are recorded as deferred revenue and the remaining portion is
recorded as deferred revenue, net of current portion on our consolidated balance
sheets.

Cost of revenue, excluding depreciation and amortization


Cost of technology revenue.  Cost of technology revenue primarily consists of
costs associated with hosting and supporting our technology, including
third-party cloud computing and hosting costs, license and revenue share fees,
contractor costs, and salary and related personnel costs for our cloud services
and support teams.

Although we expect cost of technology revenue to increase in absolute dollars as
we increase headcount, cloud computing, and hosting costs to accommodate growth,
and as we continue to transition clients to third-party hosted data centers with
Microsoft Azure and the migration of clients to the next iteration of our DOS
platform, we anticipate cost of technology revenue as a percentage of technology
revenue will generally decrease over the long term. We expect cost of technology
revenue as a percentage of technology revenue to fluctuate and potentially
increase in the near term, primarily due to additional costs associated with
transitioning a small number of clients from on-premise to Microsoft Azure and
the migration of clients to the next iteration of our DOS platform.

Cost of professional services revenue.  Cost of professional services revenue
consists primarily of costs related to delivering our team's expertise in
analytics, strategic advisory, improvement, and implementation services. These
costs primarily include salary and related personnel costs, travel-related
costs, and outside contractor costs. We expect cost of professional services
revenue to increase in absolute dollars as we increase headcount to accommodate
growth, including Tech-enabled Managed Services.

Operating expense


Sales and marketing. Sales and marketing expenses primarily include salary and
related personnel costs for our sales, marketing, and account management teams,
lead generation, marketing events, including our Healthcare Analytics Summit
(HAS), marketing programs, and outside contractor costs associated with the sale
and marketing of our offerings.

We plan to continue to invest in sales and marketing to grow our client base,
expand in new markets, and increase our brand awareness. The trend and timing of
sales and marketing expenses will depend in part on the timing of our expansion
into new markets and marketing campaigns. Our sales and marketing expenses may
fluctuate as a percentage of our revenue from period to period due to the timing
and extent of these expenses.

Research and development. Research and development expenses primarily include
salary and related personnel costs for our data platform and analytics
applications teams, subscriptions, and outside contractor costs associated with
the development of products. We have developed an open, flexible, and scalable
data platform. We plan to continue to invest in research and development to
develop new solutions and enhance our applications library.

We expect that research and development expenses will increase in absolute
dollars in future periods, but decrease as a percentage of our revenue over the
long term. Our research and development expenses may fluctuate as a percentage
of our revenue from period to period due to the nature, timing, and extent of
these expenses.
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General and administrative. General and administrative expenses primarily
include salary and related personnel costs for our legal, finance, people
operations, IT, and other administrative teams, including certain executives.
General and administrative expenses also include facilities, subscriptions,
corporate insurance, outside legal, accounting, directors' fees, and the change
in fair value of contingent consideration liabilities. Our general and
administrative expenses may fluctuate as a percentage of our revenue from period
to period due to the timing and extent of these expenses, including due to
restructuring initiatives.

Depreciation and amortization. Depreciation and amortization expenses are
primarily attributable to our capital investment and consist of fixed asset
depreciation, amortization of intangibles considered to have definite lives, and
amortization of capitalized internal-use software costs.

Interest and other income (expense), net


Interest and other income (expense), net primarily consists of interest expense
partially offset by income from our investment holdings. Interest expense in the
current year is primarily attributable to the 2.50% Convertible Senior Notes due
2025 (the Notes) and in prior years was primarily attributable to our now
extinguished term loan and imputed interest on acquisition-related consideration
payable. It also includes the amortization of discounts on debt and amortization
of deferred financing costs related to our various debt arrangements. The
adoption of ASU 2020-06 during the first quarter of 2022 reduced our reported
interest expense as it relates to our convertible senior notes.

Income tax benefit


Income tax benefit consists of U.S. federal, state, and foreign income taxes.
Because of the uncertainty of the realization of the deferred tax assets, we
have a full valuation allowance for our net deferred tax assets, including net
operating loss carryforwards (NOLs) and tax credits related primarily to
research and development.

As of December 31, 2022, we had federal and state NOLs of $591.6 million and
$462.9 million, respectively, which will begin to expire for federal and state
tax purposes in 2032 and 2023, respectively. Our existing NOLs may be subject to
limitations arising from ownership changes and, if we undergo an ownership
change in the future, our ability to utilize our NOLs and tax credits could be
further limited by Sections 382 and 383 of the Code. Future changes in our stock
ownership, many of which are outside of our control, could result in an
ownership change under Sections 382 and 383 of the Code. Our NOLs and tax
credits may also be limited under similar provisions of state law.

On March 27, 2020, the CARES Act was enacted and signed into U.S. law to provide
economic relief to individuals and businesses facing economic hardship as a
result of the COVID-19 pandemic. On March 11, 2021, the American Rescue Plan Act
(ARPA) was enacted and signed into U.S. law to provide additional economic
stimulus and tax credits. Changes in tax laws or rates are accounted for in the
period of enactment. The income tax provisions of the CARES Act and ARPA do not
have a significant impact on our current taxes, deferred taxes, or uncertain tax
positions. The CARES Act also provided for the deferral of an employer's portion
of social security payroll taxes for the remainder of 2020. We deferred the
social security payroll tax match beginning in April 2020 and fully paid all
related deferred payroll taxes in December 2021.

On August 16, 2022, the Inflation Reduction Act of 2022 (IRA) was enacted and
signed into U.S. law. The IRA includes provisions imposing a 1% excise tax on
share repurchases in excess of the fair value of stock issuances, including
compensatory stock issuances, that occur after December 31, 2022 and introduces
a 15% corporate alternative minimum tax on adjusted financial statement income.
We do not expect the tax provisions of the IRA to have a material impact on our
consolidated financial statements.

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Results of Operations

The following tables set forth our consolidated results of operations data and
such data as a percentage of total revenue for each of the periods indicated:
                                                                               Year Ended December 31,
                                                                    2022                2021                2020

                                                                                   (in thousands)
Revenue:
Technology                                                      $  176,288          $  147,718          $  110,467
Professional services                                               99,948              94,208              78,378
Total revenue                                                      276,236             241,926             188,845

Cost of revenue, excluding depreciation and amortization shown
below:
Technology(1)(2)(3)

                                                 56,642              47,516              35,604
Professional services(1)(2)(3)                                      86,407              76,838              62,473

Total cost of revenue, excluding depreciation and amortization 143,049

            124,354              98,077
Operating expenses:
Sales and marketing(1)(2)(3)                                        87,514              75,027              55,411
Research and development(1)(2)(3)                                   75,680              62,733              53,517
General and administrative(1)(2)(3)(4)                              61,701              85,934              59,240
Depreciation and amortization                                       48,297              37,528              18,725
Total operating expenses                                           273,192             261,222             186,893
Loss from operations                                              (140,005)           (143,650)            (96,125)
Loss on extinguishment of debt                                           -                   -              (8,514)
Interest and other expense, net                                     (1,678)            (16,458)            (11,572)
Loss before income taxes                                          (141,683)           (160,108)           (116,211)
Income tax benefit                                                  (4,280)             (6,898)             (1,194)
Net loss                                                        $ (137,403)         $ (153,210)         $ (115,017)


__________________

(1)Includes stock-based compensation expense, as follows:

                                                                      Year 

Ended December 31,

                                                             2022              2021              2020
Stock-Based Compensation Expense:                                         (in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology                                                $  2,058          $  2,063          $    803
Professional services                                        8,230             8,047             3,453
Sales and marketing                                         28,082            22,698            13,093
Research and development                                    12,938            10,213             8,069
General and administrative                                  20,796            22,124            12,539
Total                                                     $ 72,104          $ 65,145          $ 37,957



(2)Includes acquisition-related costs, net, as follows:

Year Ended December 31,

                                                                 2022              2021              2020
Acquisition-related costs, net:                                               (in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology                                                    $    351          $     61          $      -
Professional services                                              655               127                 -
Sales and marketing                                              1,894               592                 -
Research and development                                         3,045               901                 -
General and administrative                                      (1,051)    
      26,248            16,758
Total                                                         $  4,894          $ 27,929          $ 16,758


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(3)Includes restructuring costs, as follows:

                                                                         Year Ended December 31,
                                                                2022                 2021               2020
Restructuring costs:                                                          (in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology                                                $         229          $       -          $       -
Professional services                                             1,139                  -                  -
Sales and marketing                                               3,023                  -                  -
Research and development                                          3,410                  -                  -
General and administrative                                          624                  -                  -
Total                                                     $       8,425          $       -          $       -

(4)Includes non-recurring lease-related charges, as follows:

                                              Year Ended December 31,
                                          2022          2021         2020
Non-recurring lease-related charges:              (in thousands)

General and administrative             $   3,798      $ 1,800      $ 1,398


                                                                          Year Ended December 31,
                                                              2022                  2021                 2020
Revenue:
Technology                                                         64  %                61  %                58  %
Professional services                                              36                   39                   42
Total revenue                                                     100                  100                  100
Cost of revenue, excluding depreciation and amortization
shown below:
Technology                                                         21                   20                   19
Professional service                                               31                   32                   33
Total cost of revenue, excluding depreciation and
amortization                                                       52                   52                   52
Operating expenses:
Sales and marketing                                                32                   31                   29
Research and development                                           27                   26                   28
General and administrative                                         22                   36                   31
Depreciation and amortization                                      18                   16                   10
Total operating expenses                                           99                  109                   98
Loss from operations                                              (51)                 (61)                 (50)
Loss on extinguishment of debt                                      -                    -                   (5)
Interest and other expense, net                                    (1)                  (7)                  (6)
Loss before income taxes                                          (52)                 (68)                 (61)
Income tax benefit                                                 (2)                  (3)                  (1)
Net loss                                                          (50) %               (65) %               (60) %


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Discussion of the Years Ended December 31, 2022 and 2021

Revenue
                              Year Ended December 31,
                               2022              2021         $ Change      % Change

                                      (in thousands, except percentages)
Revenue:
Technology                $    176,288       $ 147,718       $ 28,570           19  %
Professional services           99,948          94,208          5,740            6  %
Total revenue             $    276,236       $ 241,926       $ 34,310           14  %
Percentage of revenue:
Technology                          64  %           61  %
Professional services               36              39
Total                              100  %          100  %


Total revenue was $276.2 million for the year ended December 31, 2022, compared
to $241.9 million for the year ended December 31, 2021, an increase of $34.3
million, or 14%.

Technology revenue was $176.3 million, or 64% of total revenue, for the year
ended December 31, 2022, compared to $147.7 million, or 61% of total revenue,
for the year ended December 31, 2021. The technology revenue growth was
primarily from new DOS Subscription Clients, acquired technology clients,
revenue from existing clients paying higher technology access fees from
contractual, annual escalators, and new offerings of expanded support services.

Professional services revenue was $99.9 million, or 36% of total revenue, for
the year ended December 31, 2022, compared to $94.2 million, or 39% of total
revenue, for the year ended December 31, 2021. The professional services revenue
growth is primarily due to implementation, analytics, and other improvement
services being provided to new DOS Subscription Clients.

Cost of revenue, excluding depreciation and amortization

                                                     Year Ended December 31,
                                                     2022                 2021            $ Change             % Change

                                                                     (in thousands, except percentages)
Cost of revenue, excluding depreciation and
amortization:
Technology                                      $     56,642          $  47,516          $  9,126                      19  %
Professional services                                 86,407             76,838             9,569                      12  %
Total cost of revenue, excluding depreciation
and amortization                                $    143,049          $ 124,354          $ 18,695                      15  %
Percentage of total revenue                               52  %              51  %


Cost of technology revenue, excluding depreciation and amortization, was $56.6
million for the year ended December 31, 2022, compared to $47.5 million for the
year ended December 31, 2021, an increase of $9.1 million, or 19%. The increase
was primarily due to a $4.0 million increase in cloud computing and hosting
costs largely from the expanded use of Microsoft Azure to serve existing and new
clients, a $1.9 million increase in dues, subscriptions, and license and revenue
share fees, a $1.8 million increase in salary and related personnel costs from
an increase in cloud services and support headcount, and a $1.2 million increase
in contractors and outside services.

Cost of professional services revenue was $86.4 million for the year ended
December 31, 2022, compared to $76.8 million for the year ended December 31,
2021, an increase of $9.6 million, or 12%. This increase was primarily due to a
$6.0 million increase in salary and related personnel costs from additional
headcount, a $2.2 million increase in contractor and outside service fees, and a
$1.1 million increase in restructuring costs.


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Operating Expenses

Sales and marketing
                                    Year Ended December 31,
                                   2022                  2021         $ Change      % Change

                                            (in thousands, except percentages)
Sales and marketing           $    87,514             $ 75,027       $ 12,487           17  %
Percentage of total revenue            32   %               31  %


Sales and marketing expenses were $87.5 million for the year ended December 31,
2022, compared to $75.0 million for the year ended December 31, 2021, an
increase of $12.5 million, or 17%. The increase was primarily due to a $5.4
million increase in stock-based compensation, a $3.0 million increase in
restructuring costs, a $2.0 million increase in salary and related personnel
costs from additional headcount, and a $1.2 million increase from travel and
entertainment.

Sales and marketing expense as a percentage of total revenue increased from 31%
in the year ended December 31, 2021 to 32% in the year ended December 31, 2022.

Research and development
                                    Year Ended December 31,
                                   2022                  2021         $ Change      % Change

                                            (in thousands, except percentages)
Research and development      $    75,680             $ 62,733       $ 12,947           21  %
Percentage of total revenue            27   %               26  %


Research and development expenses were $75.7 million for the year ended
December 31, 2022, compared to $62.7 million for the year ended December 31,
2021, an increase of $12.9 million, or 21%. The increase was primarily due to a
$4.0 million increase in salary and related personnel costs from additional
development team headcount, a $3.4 million increase in restructuring charges, a
$3.1 million increase in contractor and outside service fees, and a $2.7 million
increase in stock-based compensation.

Research and development expense as a percentage of revenue increased from 26%
in the year ended December 31, 2021 to 27% in the year ended December 31, 2022.

General and administrative
                                    Year Ended December 31,
                                   2022                  2021         $ Change       % Change

                                             (in thousands, except percentages)
General and administrative    $    61,701             $ 85,934       $ (24,233)         (28) %
Percentage of total revenue            22   %               36  %


General and administrative expenses were $61.7 million for the year
ended December 31, 2022, compared to $85.9 million for the year
ended December 31, 2021, a decrease of $24.2 million, or (28)%. The decrease was
primarily due to a $28.6 million decrease in change in fair value of contingent
consideration liabilities, which was partially offset by a $2.0 million increase
in lease-related impairment charges, a $1.6 million increase in legal fees, and
a $1.1 million increase in salary and related personnel costs from additional
headcount.

General and administrative expense as a percentage of revenue decreased from 36%
in the year ended December 31, 2021 to 22% in the year ended December 31, 2022.





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Depreciation and amortization

                                       Year Ended December 31,
                                      2022                  2021         $ Change      % Change

                                               (in thousands, except percentages)
Depreciation and amortization    $    48,297             $ 37,528       $ 10,769           29  %
Percentage of total revenue               18   %               16  %


Depreciation and amortization expenses were $48.3 million for the year
ended December 31, 2022, compared to $37.5 million for the year
ended December 31, 2021, an increase of $10.8 million, or 29%. This increase was
primarily due to the amortization of acquired intangible assets from our recent
business acquisitions as well as an increase from capitalized internal-use
software depreciation.

Depreciation and amortization expense as a percentage of revenue increased from
16% in the year ended December 31, 2021 to 18% in the year ended December 31,
2022.

Interest and other expense, net

                                                    Year Ended December 31,
                                                    2022                   2021            $ Change             % Change

                                                                   (in thousands, except percentages)
Interest income                             $      5,687               $     831          $  4,856                     584  %
Interest expense                                  (7,239)                (17,313)           10,074                      58  %
Other income (expense)                              (126)                     24              (150)                    n/m(1)
Total interest and other expense, net       $     (1,678)              $ (16,458)         $ 14,780                      90  %


_______________________________

(1)Not meaningful


Interest and other expense, net decreased $14.8 million, or 90%, for the year
ended December 31, 2022 compared to the year ended December 31, 2021. This
change is primarily due to a decrease in non-cash interest expense of $10.1
million related to the modified retrospective adoption of ASU 2020-06 and $4.9
million increase in interest and investment income due to an increase in
interest rates on our investments.

Income tax benefit
                           Year Ended December 31,
                              2022                2021        $ Change      % Change

                                    (in thousands, except percentages)
Income tax benefit   $      (4,280)            $ (6,898)     $  2,618          (38) %


__________________________
(1)Not meaningful.

Income tax benefit decreased $2.6 million, or 38%, for the year ended
December 31, 2022 compared to the year ended December 31, 2021. This decrease is
primarily related to a decrease in the discrete deferred tax benefits
attributable to the release of a portion of the valuation allowance during the
respective periods. The releases of valuation allowance are attributable to the
acquisition of KPI Ninja and ARMUS in 2022 and Twistle in 2021, which resulted
in deferred tax liabilities that, upon acquisition, allowed us to recognize
certain deferred tax assets that had previously been offset by a valuation
allowance.


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Liquidity and Capital Resources

As of December 31, 2022, we had cash, cash equivalents, and short-term
investments of $363.5 million, which were held for working capital and other
general corporate purposes, which may include acquisitions and strategic
transactions. Our cash equivalents and short-term investments are comprised
primarily of money market funds, U.S. treasury notes, commercial paper,
corporate bonds, and asset-backed securities.


Since inception, we have financed our operations primarily from the proceeds we
received through private sales of equity securities, payments received from
clients under technology and professional services arrangements, borrowings
under our loan and security agreements, our IPO, the Note Offering, and the
Secondary Public Equity Offering. Our future capital requirements will depend on
many factors, including our pace of new client growth and expanded client
relationships, technology and professional services renewal activity, and the
timing and extent of spend to support the expansion of sales, marketing,
development, share repurchases, and acquisition-related activities. In the event
that additional financing is required from outside sources, we may not be able
to raise it on terms acceptable to us, or at all. If we are unable to raise
additional capital when desired, our business, results of operations, and
financial condition would be adversely affected.

We believe our existing cash, cash equivalents and marketable securities will be
sufficient to meet our working capital and capital expenditure needs over at
least the next 12 months, though we may require additional capital resources in
the future.

Share repurchase plan

On August 2, 2022, our Board of Directors authorized a share repurchase program
to repurchase up to $40.0 million of our outstanding shares of common stock
(Share Repurchase Plan). During the year ended December 31, 2022, we repurchased
and retired 709,139 shares of our common stock for $8.4 million at an average
purchase price of $11.81 per share. The total remaining authorization for future
shares of common stock repurchases under our Share Repurchase Plan is
$31.6 million as of December 31, 2022.

Secondary Public Equity Offering


In August 2021, we completed an underwritten public offering of 4,882,075 shares
(inclusive of the underwriters' over-allotment option to purchase 636,792
shares) of our common stock at $53.00 per share. We received net proceeds of
$245.2 million, after deducting the underwriting discounts and commissions and
other offering costs.

The offering was made pursuant to an effective shelf registration statement
(File No. 333-258625) filed with the Securities and Exchange Commission. We plan
to use the proceeds for continuing operations and potential future acquisitions.

Convertible senior notes


On April 14, 2020, we issued $230.0 million in aggregate principal amount of
2.50% Convertible Senior Notes due 2025 (the Notes), pursuant to an Indenture
dated April 14, 2020, with U.S. Bank National Association, as trustee, in a
private offering to qualified institutional buyers. We received net proceeds
from the sale of the Notes of $222.5 million, after deducting the initial
purchasers' discounts and offering expenses payable by us.

Capped Calls


On April 8, 2020, concurrently with the pricing of the Notes, we entered into
privately negotiated capped call transactions (Base Capped Calls) with certain
financial institutions, or option counterparties. In addition, in connection
with the initial purchasers' exercise in full of their option to purchase
additional Notes, on April 9, 2020, we entered into additional capped call
transactions (Additional Capped Calls, and, together with the Base Capped Calls,
the Capped Calls) with each of the option counterparties. We used approximately
$21.6 million of the net proceeds from the Note Offering to pay the option
premium cost of the Capped Calls. The Capped Calls have initial cap prices of
$42.00 per share, subject to certain adjustments. The Capped Calls are expected
generally to reduce the potential dilution to our common stock upon any
conversion of Notes and/or offset any cash payments we are required to make in
excess of the principal amount of converted Notes, as the case may be, with such
reduction and/or offset subject to the cap price.

Refer to Note 10 of our consolidated financial statements for additional details
regarding the private offering of the Notes and the Capped Calls.

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Cash Flows

The following table summarizes our cash flows for the years ended December 31,
2022, 2021, and 2020:

                                                                     Year Ended December 31,
                                                            2022               2021               2020

                                                                          (in thousands)
Net cash used in operating activities                   $ (35,270)         $ (23,123)         $ (26,148)
Net cash used in investing activities                     (39,021)          (139,678)           (82,565)
Net cash provided by financing activities                  (2,613)           264,084            182,609
Effect of exchange rate changes on cash and cash
equivalents                                                   (11)               (10)                26

Net increase (decrease) in cash and cash equivalents $ (76,915) $ 101,273 $ 73,922



Operating activities

Our largest source of operating cash flows is cash collections from our clients
for technology and professional services arrangements. Our primary uses of cash
from operating activities are for employee-related expenses, marketing expenses,
and technology costs.

For the year ended December 31, 2022, net cash used in operating activities
was $35.3 million, which included a net loss of $137.4 million. Non-cash charges
primarily consisted of $72.1 million in stock-based compensation, $48.3
million in depreciation and amortization of property, equipment, and intangible
assets, $5.0 million in impairment of long-lived assets, reduced by a $4.7
million net decrease in fair value of contingent consideration liabilities, and
a $4.5 million deferred tax benefit. The $3.2 million of payments in excess of
the acquisition date fair value to settle the cash-based portion of contingent
consideration liabilities was included in the net cash used in operating
activities.

For the year ended December 31, 2021, net cash used in operating activities
was $23.1 million, which included a net loss of $153.2 million. Non-cash charges
primarily consisted of $65.1 million in stock-based compensation, $37.5
million in depreciation and amortization of property, equipment, and intangible
assets, a $20.0 million net increase in fair value of contingent consideration
liabilities, and $11.9 million in amortization of debt discount and issuance
costs, reduced by the $7.1 million deferred tax benefit. The $9.1 million of
payments in excess of the acquisition date fair value to settle the cash-based
portion of contingent consideration liabilities was included in the net cash
used in operating activities.

For the year ended December 31, 2020, net cash used in operating activities was
$26.1 million, which included a net loss of $115.0 million. Non-cash charges
primarily consisted of $18.7 million in depreciation and amortization of
property, equipment, and intangible assets, $38.0 million in stock-based
compensation, a $14.1 million net increase in fair value of contingent
consideration liabilities, $8.5 million of loss from the extinguishment of debt,
and $8.1 million in amortization of debt discount and issuance costs.

Investing activities


Net cash used in investing activities for the year ended December 31,
2022 of $39.0 million was primarily due to $27.8 million used to acquire KPI
Ninja and ARMUS, $13.0 million of capitalized internal-use software development
costs, and $4.4 million in purchases of property, equipment, and intangible
assets. These investing cash outflows were partially offset by the sale and
maturity of short-term investments of $315.2 million, reduced by the purchases
of short-term investments of $309.0 million.

Net cash used in investing activities for the year ended December 31,
2021 of $139.7 million was primarily due to purchases of short-term investments
of $261.4 million, reduced by the sale and maturity of short-term investments of
$186.9 million. There were also investing cash outflows of $46.8 million to
acquire Twistle, $11.8 million in purchases of property, equipment, and
intangible assets, including leasehold improvements and furnishings for our new
corporate headquarters, and $6.6 million of capitalized internal-use software
development costs.

Net cash used in investing activities for the year ended December 31,
2020 of $82.6 million was primarily due to $101.7 million used in current year
business acquisitions and $9.0 million in purchases of property, equipment, and
intangible assets. These investing cash outflows were partially offset by the
sale and maturity of short-term investments of $219.1 million, reduced by the
purchases of short-term investments of $189.5 million.
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Financing activities


Net cash used in financing activities for the year ended December 31,
2022 of $2.6 million was primarily the result of $8.4 million in repurchases of
common stock and $1.3 million in payments of acquisition-related obligations,
partially offset by $4.0 million in stock option exercise proceeds and $3.2
million in proceeds from our ESPP.

Net cash provided by financing activities for the year ended December 31,
2021 of $264.1 million was primarily the result of $245.2 million in public
offering proceeds, net of underwriters' discounts and commissions, $20.4 million
in stock option exercise proceeds, and $4.8 million in proceeds from our ESPP,
reduced by the $6.3 million in payments of acquisition-related obligations.

Net cash provided by financing activities for the year ended December 31, 2020
of $182.6 million was primarily the result of $222.5 million in net proceeds
from the private offering of the Notes, $36.3 million in stock option exercise
proceeds, and $4.3 million in proceeds from our ESPP, reduced by the $57.0
million payoff of the OrbiMed Credit Facility, $21.7 million used to purchase
Capped Calls, including issuance costs, and the $1.6 million in payments of
acquisition-related obligations.

Critical Accounting Policies and Estimates


Our consolidated financial statements are prepared in accordance with U.S. GAAP.
The preparation of these consolidated financial statements requires management
to make estimates, assumptions, and judgments that affect the reported amounts
of assets and liabilities and disclosure of contingent assets and liabilities at
the date of the financial statements, and the reported amounts of revenue and
expenses during the applicable periods. We base our estimates, assumptions, and
judgments on our knowledge and experience about past and current events and on
various other factors that we believe to be reasonable under the circumstances.
Different assumptions and judgments would change the estimates used in the
preparation of our consolidated financial statements, which, in turn, could
change the results from those reported. We evaluate our estimates, assumptions,
and judgments on an ongoing basis.

The critical accounting estimates, assumptions, and judgments that we believe
have the most significant impact on our consolidated financial statements are
described below.

Revenue recognition

We derive our revenues primarily from technology subscriptions and professional
services. We determine revenue recognition by applying the following steps:

•Identification of the contract, or contracts, with a client;

•Identification of the performance obligations in the contract;

•Determination of the transaction price;

•Allocation of the transaction price to the performance obligations in the
contract; and

•Recognition of revenue when, or as, we satisfy the performance obligation.

We recognize revenue net of any taxes collected from clients and subsequently
remitted to governmental authorities.

Technology revenue


Technology revenue primarily consists of subscription fees charged to clients
for access to use our technology. We provide clients access to our technology
through either an all-access or limited-access, modular subscription.

The majority of our subscription arrangements are cloud-based and do not provide
clients the right to take possession of the technology or contain a significant
penalty if the client were to take possession of the technology. Revenue from
cloud-based subscriptions is recognized ratably over the contract term beginning
on the date that the service is made available to the client. Our subscription
contracts generally have a three or five-year term, of which many are terminable
after one year upon 90 days' notice.
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Subscriptions that allow the client to take software on-premise without
significant penalty are treated as time-based licenses. These arrangements
generally include access to technology, access to unspecified future products,
and maintenance and support. Revenue for upfront access to our technology
library is recognized at a point in time when the technology is made available
to the client. Revenue for access to unspecified future products included in
time-based license subscriptions is recognized ratably over the contract term
beginning on the date that the access is made available to the client.

Professional services revenue


Professional services revenue primarily includes data and analytics services,
domain expertise services, Tech-enabled Managed Services, and implementation
services. Professional services arrangements typically include a fee for making
full-time equivalent (FTE) services available to our clients on a monthly basis.
FTE services generally consist of a blend of analytic engineers, analysts, and
data scientists based on the domain expertise needed to best serve our clients.
Professional services are typically considered distinct from the technology
offerings and revenue is generally recognized as the service is provided using
the "right to invoice" practical expedient.

Contracts with multiple performance obligations


Many of our contracts include multiple performance obligations. We account for
performance obligations separately if they are capable of being distinct within
the context of the contract. In these circumstances, the transaction price is
allocated to separate performance obligations on a relative standalone selling
price basis. We determine standalone selling prices based on the observable
price a good or service is sold for separately when available. In cases where
standalone selling prices are not directly observable, based on information
available, we utilize the expected cost plus a margin, adjusted market
assessment, or residual estimation method. We consider all information available
including our overall pricing objectives, market conditions, and other factors,
which may include client demographics and the types of users. Standalone selling
prices are not directly observable for our all-access and limited-access
technology arrangements, which are composed of cloud-based subscriptions,
time-based licenses, and perpetual licenses. For these technology arrangements,
we generally use the residual estimation method due to a limited number of
standalone transactions and/or prices that are highly variable.

Variable consideration


We have also entered into at-risk and shared savings arrangements with certain
clients whereby we receive variable consideration based on the achievement of
measurable improvements which may include cost savings or performance against
metrics. For these arrangements, we estimate revenue using the most likely
amount that we will receive. Estimates are based on our historical experience
and best judgment at the time to the extent it is probable that a significant
reversal of revenue recognized will not occur. Due to the nature of our
arrangements, certain estimates may be constrained until the uncertainty is
further resolved.

Business combinations


The results of businesses acquired in a business combination are included in our
consolidated financial statements from the date of the acquisition. Purchase
accounting results in assets and liabilities of an acquired business generally
being recorded at their estimated fair value on the acquisition date. Any excess
consideration over the fair value of the identifiable assets acquired and
liabilities assumed is recognized as goodwill.

We perform valuations of assets acquired and liabilities assumed on each
acquisition accounted for as a business combination in order to record the
tangible and intangible assets acquired and liabilities assumed based on our
best estimate of fair value. Determining the fair value of assets acquired and
liabilities assumed requires management to use significant judgment and
estimates including the selection of valuation methodologies, estimates of
future revenue and cash flows, discount rates, and selection of comparable
companies. Significant estimation is required in determining the fair value of
the client-related intangible assets and technology-related intangible assets.
The significant estimation is primarily due to the judgmental nature of the
inputs to the valuation models used to measure the fair value of these
intangible assets, as well as the sensitivity of the respective fair values to
the underlying significant assumptions. We typically use the income approach or
cost approach to measure the fair value of intangible assets. The significant
assumptions used to form the basis of the estimates included the number of
engineer hours required to develop technology, expected revenue including
revenue growth rates, rate and timing of obsolescence, royalty rates and
earnings before interest, taxes, depreciation and amortization (EBITDA) margin
used in the estimate for client relationships, and backlog. Many of these
significant assumptions are forward-looking and could be affected by future
economic and market conditions. We engage the assistance of valuation
specialists in concluding on fair value measurements in connection with
determining fair values of material assets acquired and liabilities assumed in a
business combination. Transaction costs associated with business combinations
are expensed as incurred and are included in general and administrative expense
in our consolidated statements of operations and comprehensive loss.
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Goodwill


We record goodwill as the difference between the aggregate consideration paid
for a business combination and the fair value of the identifiable net tangible
and intangible assets acquired. Goodwill includes the know-how of the assembled
workforce, the ability of the workforce to further improve technology and
product offerings, client relationships, and the expected cash flows resulting
from these efforts. Goodwill may also include expected synergies resulting from
the complementary strategic fit these businesses bring to existing operations.
Goodwill is assessed for impairment annually on October 31 or more frequently if
indicators of impairment are present or circumstances suggest that impairment
may exist.

Our first step in the goodwill impairment test is a qualitative analysis of
factors that could be indicators of potential impairment. Judgment in the
assessment of qualitative factors of impairment may include changes in business
climate, market conditions, or other events impacting the reporting unit.


Next, if a quantitative analysis is necessary, we compare the fair value of the
reporting unit with its carrying amount, including goodwill. Performing a
quantitative goodwill impairment test includes the determination of the fair
value of a reporting unit, which requires management to use significant judgment
and estimation. The significant estimation is primarily due to the judgmental
nature of the inputs to the valuation models used to measure the fair value of
the reporting units, as well as the sensitivity of the respective fair values to
the underlying significant assumptions. We typically use the income or market
approach to measure the fair value of reporting units. The significant
assumptions used to form the basis of the estimates include, among others, the
selection of valuation methodologies, estimates of expected revenue, including
revenue growth rates, and operating margins used to calculate projected future
cash flows, risk-adjusted discount rates, and the selection of appropriate
market comparable companies. Many of these significant assumptions are
forward-looking and could be affected by future economic and market conditions.
When a quantitative analysis is necessary, we engage the assistance of valuation
specialists in concluding on fair value measurements in connection with
determining the fair values of our reporting units.

If the fair value of the reporting unit exceeds its carrying amount, the
goodwill of the reporting unit is not considered impaired. If the carrying
amount of the reporting unit exceeds its fair value, we would recognize a
goodwill impairment charge for the amount by which the carrying amount exceeds
the reporting unit’s fair value.

Stock-based compensation


Stock-based awards, including stock options, restricted stock units (RSUs),
performance-based restricted stock units (PRSUs), and restricted shares are
measured and recognized in the consolidated financial statements based on the
fair value of the award on the grant date or, when applicable, the modification
date. The grant date fair value of our stock-based awards is typically
determined using the market closing price of our common stock on the date of
grant; however, we also consider whether any adjustments are required when the
market closing price does not reflect certain material non-public information
that we know but is unavailable to marketplace participants on the date of
grant. The expense is recognized straight-line over the vesting period for
awards with a service condition. The accelerated attribution method is used for
PRSUs.

We record forfeitures of stock-based awards as the actual forfeitures occur. For
awards subject to performance conditions, we record expense when the performance
condition becomes probable. Each reporting period, we evaluate the probability
of achieving the performance criteria, estimate the number of shares that are
expected to vest, and adjust the related compensation expense accordingly.

Stock-based compensation expense related to purchase rights issued under the
2019 Health Catalyst Employee Stock Purchase Plan (ESPP) is based on the
Black-Scholes option-pricing model fair value of the estimated number of awards
as of the beginning of the offering period. Stock-based compensation expense is
recognized using the straight-line method over the offering period.

The measurement date for non-employee awards is the date of grant. The
compensation expense for non-employees is recognized, without changes in the
fair value of the award, in the same period and in the same manner as though we
had paid cash for the services, which is typically the vesting period of the
respective award.

We will continue to use judgment in evaluating the assumptions related to our
stock-based compensation on a prospective basis. As we continue to accumulate
additional data related to our common stock, we may have refinements to our
estimates, which could materially impact our future stock-based compensation
expense.


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Restructuring costs


We define restructuring costs as expenses directly associated with restructuring
activities. Such costs include severance and related tax and benefit expenses
from workforce reductions, impairment of discontinued capitalized software
projects, and other miscellaneous charges. In general, we record team
member-related severance costs when there is a substantive plan in place and the
related costs are probable and estimable. For one-time termination benefits for
team members (i.e., no substantive plan or future service requirement), the cost
is recorded when the team members are entitled to receive such benefits and the
amount can be reasonably estimated.

Recent Accounting Pronouncements


See "Description of Business and Summary of Significant Accounting Policies" in
Note 1 to our audited consolidated financial statements included within Item 8
in this Annual Report on Form 10-K for more information.

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