The following discussion and analysis of our financial condition and results of
operations should be read in conjunction with our condensed consolidated
financial statements, the accompanying notes, and other financial information
included elsewhere in this Quarterly Report on Form 10-Q. 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."


Overview


We are a leading provider of data and analytics technology and services to
healthcare organizations. Our Solution comprises a cloud-based data platform,
analytics software, and professional services expertise. Our customers, 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.

Highlights from the three and nine months ended September 30, 2022 included:


•We recognized total revenue of $68.4 million and $61.7 million for the three
months ended September 30, 2022 and 2021, respectively, and $207.1 million and
$177.2 million for the nine months ended September 30, 2022 and 2021,
respectively. The growth in revenue was primarily due to revenue from new
customers, including customers of our recent acquired entities, and existing
customers paying higher technology access fees from contractual, annual
escalators.

•We incurred net losses of $(45.7) million and $(40.0) million for the three
months ended September 30, 2022 and 2021, respectively, and $(101.6) million and
$(104.2) million for the nine months ended September 30, 2022 and 2021,
respectively.

•Our Adjusted EBITDA was $(4.6) million and $(5.8) million for the three months
ended September 30, 2022 and 2021, respectively, and $(1.9) million and $(5.0)
million for the nine months ended September 30, 2022 and 2021, respectively. See
the section titled "Key Financial Metrics-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 the section titled “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 high levels of inflation, the ongoing COVID-19 pandemic, the tight labor
market, and other challenging macroeconomic factors continue to adversely affect
workforces, organizations, governments, customers, economies, and financial
markets globally. These factors have disrupted the normal operations of many
businesses, including ours. 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 customers and prospective
customers. We anticipate this dynamic to persist for at least the next few
quarters. Though we continue to have a robust pipeline and have not seen a
material negative impact to our win-rates, many healthcare organizations have
delayed near-term purchasing decisions and reduced their costs as they
reevaluate budgets given their financial situations. This dynamic elongated our
sales cycle, negatively impacted our bookings achievement, and led to lower than
anticipated dollar-based retention metric in the nine months ended September 30,
2022. Although there will likely continue to be some strain on our near-term
conversion rates given the ongoing end-market financial pressure, we anticipate
bookings improvement in the second half of 2022 as compared to the first half as
there is a strong acknowledgement that our Solution is part of health systems'
financial pressure solution, especially related to the segments of our Solution
that have a clear, near-term financial return on investment (ROI), such as our
Financial Empowerment suite, our Population Health suite, and tech-enabled
outsourcing.

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 Customers whose contracts
typically have built-in, contractual technology revenue escalators. During the
first half of the year, however, in a few instances, we experienced customers
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 Customer. Our historical gross customer retention has been very
high, especially amongst our enterprise DOS customer base, and we believe the
loss of this enterprise DOS customer was an isolated, customer-specific event.
Within our professional services segment, a subset of customers have modestly
reduced the number of FTEs engaged in their initiatives, while in the technology
segment, a small subset of modular customers have lowered their application and
analytics spend. As a result of the loss of a large enterprise DOS customer and
other customers trimming back certain professional services and technology
spend, which occurred primarily during the first half of 2022, we experienced a
sequential decline in our total revenue and Adjusted EBITDA in the third quarter
compared to the second quarter of 2022. We expect revenue and Adjusted EBITDA to
stabilize moving forward and over the long-term, though quarterly trends can
vary and may decline sequentially in the fourth quarter compared to the third
quarter of 2022.

We are proactively responding to the challenging macroeconomic environment with
a strategic operating plan that we believe will enable us to move forward in a
position of continued strength. We are continuing to make several strategic
research and development investments in order to maintain our position as a
market-leading data platform over the long term, with a focus on providing our
customers with a strong ROI over time. Additionally, our operating focus
includes cost reduction initiatives that we believe will enable greater
operating leverage in certain development and support functions, as well as
professional services offerings, including through the use of offshore and
nearshore labor and strategic partners.



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Key Financial 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:

                                          Three Months Ended September 30,               Nine Months Ended September 30,
                                              2022                   2021                   2022                   2021
                                         (in thousands, except percentages)            (in thousands, except percentages)
Total revenue                          $        68,354           $   61,737          $       207,074           $  177,210
Adjusted Technology Gross Profit       $        29,993           $   26,731          $        91,559           $   74,375
Adjusted Technology Gross Margin                    68   %               70  %                    70   %               69  %
Adjusted Professional Services Gross
Profit                                 $         4,970           $    4,696          $        19,240           $   19,799
Adjusted Professional Services Gross
Margin                                              20   %               20  %                    26   %               28  %
Total Adjusted Gross Profit            $        34,963           $   31,427          $       110,799           $   94,174
Total Adjusted Gross Margin                         51   %               51  %                    54   %               53  %
Adjusted EBITDA                        $        (4,554)          $  

(5,794) $ (1,884) $ (4,970)

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.

Reconciliation of non-GAAP financial measures


In addition to our results determined in accordance with GAAP, we believe
certain non-GAAP measures, including Adjusted Gross Profit measures, Adjusted
Gross Margin measures, and Adjusted EBITDA, are useful in evaluating our
operating performance. For example, we exclude stock-based compensation expense
because it is non-cash in nature and excluding this expense provides meaningful
supplemental information regarding our operational performance and allows
investors the ability to make more meaningful comparisons between our operating
results and those of other companies. We use this 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.



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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.

The following is a reconciliation of our Adjusted Gross Profit to revenue, the
most directly comparable financial measure calculated in accordance with GAAP,
for the three months ended September 30, 2022 and 2021.

                                                                    Three 

Months Ended September 30, 2022

                                                                     (in 

thousands, except percentages)

                                                                                  Professional
                                                            Technology              Services               Total
Revenue                                                  $     43,997           $      24,357          $   68,354
Cost of revenue, excluding depreciation and amortization      (14,572)                (21,768)            (36,340)

Gross profit, excluding depreciation and amortization 29,425

             2,589              32,014

Add:

Stock-based compensation                                          494                   1,991               2,485
Acquisition-related costs, net(1)                                  74                     143                 217
Restructuring costs(2)                                              -                     247                 247
Adjusted Gross Profit                                    $     29,993           $       4,970          $   34,963
Gross margin, excluding depreciation and amortization              67   %                  11  %               47  %
Adjusted Gross Margin                                              68   %                  20  %               51  %


___________________
(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.

                                                                    Three 

Months Ended September 30, 2021

                                                                     (in 

thousands, except percentages)

                                                                                  Professional
                                                            Technology              Services               Total
Revenue                                                  $     38,262           $      23,475          $   61,737
Cost of revenue, excluding depreciation and amortization      (12,094)                (20,992)            (33,086)

Gross profit, excluding depreciation and amortization 26,168

             2,483              28,651

Add:

Stock-based compensation                                          533                   2,149               2,682
Acquisition-related costs, net(1)                                  30                      64                  94
Adjusted Gross Profit                                    $     26,731           $       4,696          $   31,427
Gross margin, excluding depreciation and amortization              68   %                  11  %               46  %
Adjusted Gross Margin                                              70   %                  20  %               51  %


___________________

(1)Acquisition-related costs, net includes deferred retention expenses and
post-acquisition restructuring costs incurred as part of business combinations.

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Adjusted Technology Gross Margin decreased from 70% for the three months ended
September 30, 2021 to 68% for the three months ended September 30, 2022. This
year-over-year decrease was mainly driven by additional costs associated with
transitioning a portion of our customer base to Azure hosted environments as
well as increased support costs without a commensurate increase in revenue. The
decrease was partially offset by existing customers paying higher technology
access fees from contractual, built-in escalators without a commensurate
increase in hosting costs.

Adjusted Professional Services Gross Margin remained consistent at 20% for both
the three months ended September 30, 2022 and 2021. Our professional services
are comprised of data and analytics services, domain expertise services,
outsourcing 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, and which may decline in the near-term as compared to prior quarters in
2022.

The following is a reconciliation of our Adjusted Gross Profit to revenue, the
most directly comparable financial measure calculated in accordance with GAAP,
for the nine months ended September 30, 2022 and 2021.

                                                                    Nine 

Months Ended September 30, 2022

                                                                     (in 

thousands, except percentages)

                                                                                  Professional
                                                            Technology              Services               Total
Revenue                                                  $    131,624           $      75,450          $  207,074
Cost of revenue, excluding depreciation and amortization      (41,895)                (63,048)           (104,943)

Gross profit, excluding depreciation and amortization 89,729

            12,402             102,131

Add:

Stock-based compensation                                        1,563                   6,082               7,645
Acquisition-related costs, net(1)                                 267                     509                 776
Restructuring charges(2)                                            -                     247                 247
Adjusted Gross Profit                                    $     91,559           $      19,240          $  110,799
Gross margin, excluding depreciation and amortization              68   %                  16  %               49  %
Adjusted Gross Margin                                              70   %                  26  %               54  %


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

                                                                    Nine 

Months Ended September 30, 2021

                                                                     (in 

thousands, except percentages)

                                                                                  Professional
                                                            Technology              Services               Total
Revenue                                                  $    107,630           $      69,580          $  177,210
Cost of revenue, excluding depreciation and amortization      (34,766)                (55,711)            (90,477)

Gross profit, excluding depreciation and amortization 72,864

            13,869              86,733

Add:

Stock-based compensation                                        1,481                   5,866               7,347
Acquisition-related costs, net(1)                                  30                      64                  94
Adjusted Gross Profit                                    $     74,375           $      19,799          $   94,174
Gross margin, excluding depreciation and amortization              68   %                  20  %               49  %
Adjusted Gross Margin                                              69   %                  28  %               53  %


___________________

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(1)Acquisition-related costs, net includes deferred retention expenses and
post-acquisition restructuring costs incurred as part of business combinations.


Adjusted Technology Gross Margin increased slightly from 69% for the nine months
ended September 30, 2021 to 70% for the nine months ended September 30, 2022.
This year-over-year performance was mainly driven by existing customers paying
higher technology access fees from contractual, built-in escalators, without a
commensurate increase in hosting costs, offset partially by headwinds due to the
continued costs associated with transitioning a portion of our customer base to
Azure hosted environments.

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 customers from on-premise and our managed data
centers to third-party hosted data centers with Microsoft Azure as well as a
small subset of modular customers trimming their application spend.

Adjusted Professional Services Gross Margin decreased from 28% for the nine
months ended September 30, 2021 to 26% for the nine months ended September 30,
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, outsourcing 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 potentially 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 customers delaying or reducing services due to the
uncertain and challenging macroeconomic environment.

Total Adjusted Gross Margin increased slightly from 53% for the nine months
ended September 30, 2021 to 54% for the nine months ended September 30, 2022. We
expect total Adjusted Gross Margin to fluctuate and potentially decline in the
near term, primarily due to anticipated growth in professional services,
including tech-enabled outsourcing. Our professional services provide meaningful
value to meet the near term needs of our customers, but may result in lower
overall margins if professional services revenue become a larger percentage of
our total revenue compared to recent periods.



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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) income tax provision
(benefit), (iii) depreciation and amortization, (iv) stock-based compensation,
(v) acquisition-related costs, net, including the change in fair value of
contingent consideration liabilities, (vi) restructuring costs, and (vii)
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 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) during the third quarter of each year.

The following is a reconciliation of our Adjusted EBITDA to net loss, the most
directly comparable financial measure calculated in accordance with GAAP, for
the three and nine months ended September 30, 2022 and 2021.

                                                Three Months Ended September 30,           Nine Months Ended September 30,
                                                    2022                2021                  2022                   2021
                                                         (in thousands)                            (in thousands)
Net loss                                        $  (45,735)         $

(40,014) $ (101,621) $ (104,218)
Add:
Interest and other expense, net

                       (142)             4,423                     2,700              12,082

Income tax provision (benefit)                         156             (6,658)                   (4,339)             (6,749)
Depreciation and amortization                       12,372             10,651                    36,633              26,604
Stock-based compensation                            17,304             17,487                    53,356              48,724
Acquisition-related costs, net(1)                    3,292              6,517                     3,188              16,787

Restructuring costs(2)                               4,499                  -                     4,499                   -
Non-recurring lease-related charges(3)               3,700              1,800                     3,700               1,800
Adjusted EBITDA                                 $   (4,554)         $  (5,794)         $         (1,884)         $   (4,970)


__________________
(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 Note 2 in our condensed consolidated financial
statements.
(2)Restructuring costs include severance and other team member costs from
workforce reductions, impairment of discontinued capitalized software projects,
and other minor miscellaneous charges. For additional details, refer to Note 18
in our condensed consolidated financial statements.
(3)Includes the lease-related impairment charge for the subleased portion of our
corporate headquarters.





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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
COVID-19. The current high inflation environment and the COVID-19 pandemic have
adversely affected workforces, organizations, governments, customers, economies,
and financial markets globally, leading to an economic downturn and increased
market volatility. It has 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 severe margin pressure. This margin pressure along with the ongoing
waves of COVID-19 could continue to decrease healthcare industry spending,
adversely affect demand for our technology and services, cause one or more of
our customers to file for bankruptcy protection or go out of business, cause one
or more of our customers to fail to renew, terminate, or renegotiate their
contracts, affect the ability of our sales team to travel to potential customers
and the ability of our professional services teams to conduct in-person services
and trainings, impact expected spending from new customers, 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 customers. We believe our ability to increase our customer base will
enable us to drive growth. Our potential customer 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 customers 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 customers are large, complex
organizations who typically have long procurement cycles which may lead to
declines in the pace of our new customer additions.

•Leverage recent product and services offerings to drive expansion. We believe
that our ability to expand within our customer base will enable us to drive
growth. Over the last three years, we have developed and deployed several new
analytics applications including PowerCosting (formerly known as CORUS),
Touchstone, MeasureAble, Patient Safety Monitor, Pop Analyzer (formerly known as
Population Builder), 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 customers.

•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 Customers, thus impacting our overall growth rate. DOS Subscription
Customers are defined as customers who directly or indirectly access our DOS
platform via a technology subscription contract. Specifically, Medicity
customers have generated a lower Dollar-based Retention Rate than DOS
Subscription Customers and we expect declining revenue from Medicity customers
in the foreseeable future. If our cross-sell efforts and technology integration
strategies are successful related to the recent acquisitions, this could offset
revenue declines from Medicity customers. 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 customers achieve measurable improvements and make them
stickier, they have lower gross margins than our technology revenue. For the

                                       49
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nine months ended September 30, 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. 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 the section titled "Key Financial
Metrics-Reconciliation of Non-GAAP Financial Measures" above for more
information.

•Transitions to Microsoft Azure as DOS hosting provider. We incur hosting fees
related to providing DOS through a cloud-based environment hosted by Microsoft
Azure. We maintain a small number of customers that have deployed DOS
on-premise. We are in the process of migrating customers who deployed DOS
on-premise to Azure-hosted environments. The Azure cloud provides customers with
more advanced DOS product functionality and a more seamless customer experience;
however, hosting customers in Azure is more costly than on-premise deployments
on a per-customer basis. This transition has resulted 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 health care. 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.

Twistle, Inc.


On July 1, 2021, we acquired 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 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, net of shares subject to revesting that are accounted for as
post-acquisition stock-based compensation, 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 fully settled
during the three months ended September 30, 2022 for cash consideration of $1.6
million and the issuance of 439,327 shares of our common stock.


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Components of Our Results of Operations

Revenue


We derive our revenue from sales of technology and professional services. For
the three months ended September 30, 2022 and 2021, technology represented 64%
and 62% of total revenue, respectively, and professional services represented
36% and 38%, of total revenue, respectively. For the nine months ended September
30, 2022 and 2021, technology represented 64% and 61% of total revenue,
respectively, and professional services represented 36% and 39%, of total
revenue, respectively.

Technology revenue.  Technology revenue primarily consists of subscription fees
charged to customers for access to use our data platform and analytics
applications. We provide customers access to our technology through either an
all-access or limited-access, modular subscription. 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, outsourcing services, and
implementation services. Professional services arrangements typically include a
fee for making FTE services available to our customers 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 customers.

Deferred revenue


Deferred revenue consists of customer billings in advance of revenue being
recognized from our technology and professional services arrangements. We
primarily invoice our customers 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 condensed
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, 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 customers to third-party hosted data centers
with Microsoft Azure, 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 customers from on-premise and
our managed data centers to Microsoft Azure.

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 outsourcing.



                                       51
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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 customer 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.

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 provision (benefit)

Income tax provision (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.





                                       52
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As of December 31, 2021, we had federal and state NOLs of $580.0 million and
$465.7 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, 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 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
condensed consolidated financial statements.


                                       53
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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:

                                                Three Months Ended September 30,            Nine Months Ended September 30,
                                                    2022                2021                   2022                   2021
                                                         (in thousands)                             (in thousands)
Revenue:
Technology                                     $    43,997          $   38,262          $        131,624          $  107,630
Professional services                               24,357              23,475                    75,450              69,580
Total revenue                                       68,354              61,737                   207,074             177,210
Cost of revenue, excluding depreciation and
amortization shown below:
Technology(1)(2)                                    14,572              12,094                    41,895              34,766
Professional services(1)(2)(3)                      21,768              20,992                    63,048              55,711
Total cost of revenue, excluding depreciation
and amortization                                    36,340              33,086                   104,943              90,477
Operating expenses:
Sales and marketing(1)(2)(3)                        25,401              20,808                    67,141              53,164
Research and development(1)(2)(3)                   20,770              16,385                    56,066              45,254
General and administrative(1)(2)(3)(4)              19,192              23,056                    45,551              60,596
Depreciation and amortization                       12,372              10,651                    36,633              26,604
Total operating expenses                            77,735              70,900                   205,391             185,618
Loss from operations                               (45,721)            (42,249)                 (103,260)            (98,885)

Interest and other income (expense), net               142              (4,423)                   (2,700)            (12,082)
Loss before income taxes                           (45,579)            (46,672)                 (105,960)           (110,967)
Income tax provision (benefit)                         156              (6,658)                   (4,339)             (6,749)
Net loss                                       $   (45,735)         $  (40,014)         $       (101,621)         $ (104,218)


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

                                            Three Months Ended September 30,               Nine Months Ended September 30,
                                                2022                   2021                   2022                   2021
Stock-Based Compensation Expense:                    (in thousands)                                (in thousands)
Cost of revenue, excluding depreciation
and amortization:
Technology                               $            494          $      533          $          1,563          $    1,481
Professional services                               1,991               2,149                     6,082               5,866
Sales and marketing                                 7,037               6,098                    20,925              16,848
Research and development                            3,390               2,510                     9,643               7,443
General and administrative                          4,392               6,197                    15,143              17,086
Total                                    $         17,304          $   17,487          $         53,356          $   48,724






                                       54
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(2)Includes acquisition-related costs, net, as follows:

                                                 Three Months Ended September 30,               Nine Months Ended September 30,
                                                     2022                   2021                   2022                   2021
Acquisition-related costs, net:                           (in thousands)                                (in thousands)
Cost of revenue, excluding depreciation and
amortization:
Technology                                   $              74          $       30          $            267          $       30
Professional services                                      143                  64                       509                  64
Sales and marketing                                        367                 296                     1,557                 296
Research and development                                   693                 455                     2,358                 455
General and administrative                   $           2,015          $    5,672          $         (1,503)         $   15,942
Total                                        $           3,292          $    6,517          $          3,188          $   16,787

(3)Includes restructuring costs, as follows:

                                           Three Months Ended September 30,             Nine Months Ended September 30,
                                               2022                  2021                  2022                  2021
Restructuring costs:                                (in thousands)                              (in thousands)
Cost of revenue, excluding depreciation
and amortization:

Professional services                    $         247          $         -          $         247          $         -
Sales and marketing                              1,559                    -                  1,559                    -
Research and development                         2,257                    -                  2,257                    -
General and administrative               $         436          $         -          $         436          $         -
Total                                    $       4,499          $         -          $       4,499          $         -

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

                                             Three Months Ended September 30,               Nine Months Ended September 30,
                                                 2022                   2021                    2022                   2021
Non-recurring lease-related charges:                  (in thousands)                                 (in thousands)
General and administrative               $           3,700          $    1,800          $           3,700          $    1,800





                                       55
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                                             Three Months Ended September 30,                 Nine Months Ended September 30,
                                               2022                     2021                    2022                     2021
Revenue:
Technology                                            64  %                  62  %                     64  %                  61  %
Professional services                                 36                     38                        36                     39
Total revenue                                        100                    100                       100                    100
Cost of revenue, excluding depreciation
and amortization shown below:
Technology                                            21                     20                        20                     20
Professional service                                  32                     34                        30                     31
Total cost of revenue, excluding
depreciation and amortization                         53                     54                        50                     51
Operating expenses
Sales and marketing                                   37                     34                        32                     30
Research and development                              30                     27                        27                     26
General and administrative                            28                     37                        22                     34
Depreciation and amortization                         18                     17                        18                     15
Total operating expenses                             113                    115                        99                    105
Loss from operations                                 (66)                   (69)                      (49)                   (56)

Interest and other income (expense),
net                                                    -                     (7)                       (1)                    (7)
Loss before income taxes                             (66)                   (76)                      (50)                   (63)
Income tax provision (benefit)                         -                    (11)                       (2)                    (4)
Net loss                                             (66) %                 (65) %                    (48) %                 (59) %


Discussion of the Three Months Ended September 30, 2022 and 2021

Revenue
                                  Three Months Ended September 30,
                                 2022                             2021         $ Change      % Change
                                               (in thousands, except percentages)
Revenue:
Technology                $        43,997                      $ 38,262       $  5,735           15  %
Professional services              24,357                        23,475            882            4  %
Total revenue             $        68,354                      $ 61,737       $  6,617           11  %
Percentage of revenue:
Technology                             64   %                        62  %
Professional services                  36                            38
Total                                 100   %                       100  %

Total revenue was $68.4 million for the three months ended September 30, 2022,
compared to $61.7 million for the three months ended September 30, 2021, an
increase of $6.6 million, or 11%.


Technology revenue was $44.0 million, or 64% of total revenue, for the three
months ended September 30, 2022, compared to $38.3 million, or 62% of total
revenue, for the three months ended September 30, 2021. The technology revenue
growth was primarily from new DOS Subscription Customers, acquired technology
customers, revenue from existing customers paying higher technology access fees
from contractual, annual escalators, and new offerings of expanded support
services.


                                       56
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Professional services revenue was $24.4 million, or 36% of total revenue, for
the three months ended September 30, 2022, compared to $23.5 million, or 38% of
total revenue, for the three months ended September 30, 2021. The professional
services revenue growth is primarily due to implementation, analytics,
outsourcing, and other improvement services being provided to new DOS
Subscription Customers, as well as greater non-recurring and project-based
services.

Cost of revenue, excluding depreciation and amortization

                                            Three Months Ended September 30,
                                                2022                   2021               $ Change               % Change
                                                                   (in thousands, except percentages)
Cost of revenue, excluding depreciation
and amortization:
Technology                               $        14,572           $   12,094          $     2,478                        20  %
Professional services                             21,768               20,992                  776                         4  %
Total cost of revenue, excluding
depreciation and amortization            $        36,340           $   33,086          $     3,254                        10  %
Percentage of total revenue                           53   %               54  %


Cost of technology revenue, excluding depreciation and amortization, was $14.6
million for the three months ended September 30, 2022, compared to $12.1 million
for the three months ended September 30, 2021, an increase of $2.5 million, or
20%. The increase in cost of technology revenue was primarily due to $1.0
million in increased cloud computing and hosting costs largely from the expanded
use of Microsoft Azure to serve existing and new customers, a $0.6 million
increase in dues, subscriptions, and royalties, and a $0.5 million increase in
contractors and outside services.

Cost of professional services revenue was $21.8 million for the three months
ended September 30, 2022, compared to $21.0 million for the three months ended
September 30, 2021, an increase of $0.8 million, or 4%. This increase was
primarily due to a $0.7 million increase in contractor and outside service fees.

Operating expenses

Sales and marketing
                                              Three Months Ended September 30,
                                                  2022                   2021               $ Change               % Change
                                                                     (in thousands, except percentages)
Sales and marketing                        $        25,401           $   20,808          $     4,593                        22  %
Percentage of total revenue                             37   %              

34 %




Sales and marketing expenses were $25.4 million for the three months ended
September 30, 2022, compared to $20.8 million for the three months ended
September 30, 2021, an increase of $4.6 million, or 22%. The increase was
primarily due to $1.6 million in restructuring costs, a $0.9 million increase in
stock-based compensation, a $0.8 million increase in advertising and marketing
costs, a $0.8 million increase in contractor and outside service fees, and a
$0.6 million increase in travel costs.

Sales and marketing expense as a percentage of total revenue increased from 34%
in the three months ended September 30, 2021 to 37% in the three months ended
September 30, 2022.


                                       57
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Research and development

                                                    Three Months Ended September 30,
                                                        2022                   2021               $ Change               % Change
                                                                           (in thousands, except percentages)
Research and development                         $        20,770           $   16,385          $     4,385                        27  %
Percentage of total revenue                                   30   %               27  %



Research and development expenses were $20.8 million for the three months ended
September 30, 2022, compared to $16.4 million for the three months ended
September 30, 2021, an increase of $4.4 million, or 27%. The increase was
primarily due to $2.3 million in restructuring costs, a $0.9 million increase in
stock-based compensation, and a $0.7 million increase in contractor and outside
service fees.

Research and development expense as a percentage of revenue increased from 27%
in the three months ended September 30, 2021 to 30% in the three months ended
September 30, 2022.

General and administrative
                                                    Three Months Ended September 30,
                                                        2022                   2021              $ Change               % Change
                                                                          (in thousands, except percentages)
General and administrative                       $        19,192           $   23,056          $   (3,864)                      (17) %
Percentage of total revenue                                   28   %        

37 %



General and administrative expenses were $19.2 million for the three months
ended September 30, 2022, compared to $23.1 million for the three months ended
September 30, 2021, a decrease of $3.9 million, or 17%. The decrease was
primarily due to a $3.2 million decrease in change in fair value of contingent
consideration liabilities, a $1.8 million decrease in stock-based compensation,
a $0.6 million decrease in salary and related personnel costs, partially offset
by an increase of $1.9 million from lease-related impairment charges.

General and administrative expense as a percentage of revenue decreased from 37%
in the three months ended September 30, 2021 to 28% in the three months ended
September 30, 2022.

Depreciation and amortization

                                          Three Months Ended September 30,
                                              2022                   2021               $ Change               % Change
                                                                 (in thousands, except percentages)
Depreciation and amortization          $        12,372           $   10,651          $     1,721                        16  %
Percentage of total revenue                         18   %               17  %



Depreciation and amortization expenses were $12.4 million for the three months
ended September 30, 2022, compared to $10.7 million for the three months ended
September 30, 2021, an increase of $1.7 million, or 16%. This increase was
primarily due to the amortization of acquired intangible assets resulting from
our recent business combinations.

Depreciation and amortization expense as a percentage of revenue increased from
17% in the three months ended September 30, 2021 to 18% in the three months
ended September 30, 2022.

                                       58
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Interest and other income (expense), net

                                         Three Months Ended September 30,
                                             2022                   2021               $ Change               % Change
                                                                (in thousands, except percentages)
Interest income                       $          1,976                  55          $     1,921                     3,493  %
Interest expense                                (1,811)             (4,463)               2,652                       (59) %
Other expense                                      (23)                (15)                  (8)                      n/m(1)
Total interest and other income
(expense), net                        $            142          $   (4,423)         $     4,565                      (103) %


__________________
(1)Not meaningful

Interest and other income (expense), net increased $4.6 million, or 103%, for
the three months ended September 30, 2022, compared to the three months ended
September 30, 2021. This change is primarily due to a decrease in non-cash
interest expense of $2.6 million related to the modified retrospective adoption
of ASU 2020-06 and an increase of $1.9 million of interest and investment income
from increased interest rates. Refer to Note 1 and Note 9 of the condensed
consolidated financial statements for further information about our recent
accounting adoption.

Income tax provision (benefit)

                                       Three Months Ended September 30,
                                           2022                 2021               $ Change              % Change
                                                            (in thousands, except percentages)
Income tax provision (benefit)       $         156          $   (6,658)         $     6,814                     n/m(1)


__________________
(1)Not meaningful

Our income tax provision consists of current and deferred taxes for U.S.
federal, state, and foreign income taxes. As we have a full valuation allowance
on deferred tax assets, our income tax provision typically consists primarily of
minimal state and foreign income taxes.

The income tax benefit of $6.7 million recorded for the three months ended
September 30, 2021 was primarily related to the discrete deferred tax benefit
attributable to the release of a portion of the valuation allowance during the
quarter. The release of the valuation allowance was attributable to the
acquisition of Twistle, 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.



                                       59
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Discussion of the Nine Months Ended September 30, 2022 and 2021

Revenue
                                 Nine Months Ended September 30,
                                 2022                           2021         $ Change      % Change
                                              (in thousands, except percentages)
Revenue:
Technology                $       131,624                   $ 107,630       $ 23,994           22  %
Professional services              75,450                      69,580          5,870            8  %
Total revenue             $       207,074                   $ 177,210       $ 29,864           17  %
Percentage of revenue:
Technology                             64   %                      61  %
Professional services                  36                          39
Total                                 100   %                     100  %


Total revenue was $207.1 million for the nine months ended September 30, 2022,
compared to $177.2 million for the nine months ended September 30, 2021, an
increase of $29.9 million, or 17%.


Technology revenue was $131.6 million, or 64% of total revenue, for the nine
months ended September 30, 2022, compared to $107.6 million, or 61% of total
revenue, for the nine months ended September 30, 2021. The technology revenue
growth was primarily from new DOS Subscription Customers, acquired technology
customers, revenue from existing customers paying higher technology access fees
from contractual, annual escalators, and new offerings of expanded support
services.

Professional services revenue was $75.5 million, or 36% of total revenue, for
the nine months ended September 30, 2022, compared to $69.6 million, or 39% of
total revenue, for the nine months ended September 30, 2021. The professional
services revenue growth is primarily due to implementation, analytics,
outsourcing, and other improvement services being provided to new DOS
Subscription Customers, as well as greater non-recurring and project-based
services.

Cost of revenue, excluding depreciation and amortization

                                             Nine Months Ended September 30,
                                                 2022                   2021              $ Change               % Change
                                                                   (in thousands, except percentages)
Cost of revenue, excluding depreciation
and amortization:
Technology                               $         41,895           $   34,766          $    7,129                        21  %
Professional services                              63,048               55,711               7,337                        13  %
Total cost of revenue, excluding
depreciation and amortization            $        104,943           $   90,477          $   14,466                        16  %
Percentage of total revenue                            50   %               51  %


Cost of technology revenue, excluding depreciation and amortization, was $41.9
million for the nine months ended September 30, 2022, compared to $34.8 million
for the nine months ended September 30, 2021, an increase of $7.1 million, or
21%. The increase was primarily due to a $3.0 million increase in cloud
computing and hosting costs largely from the expanded use of Microsoft Azure to
serve existing and new customers, a $1.9 million increase in dues,
subscriptions, and royalties, a $1.4 million increase in salary and related
personnel costs from an increase in cloud services and support headcount, and a
$0.7 million increase in contractors and outside services.


                                       60
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Cost of professional services revenue was $63.0 million for the nine months
ended September 30, 2022, compared to $55.7 million for the nine months ended
September 30, 2021, an increase of $7.3 million, or 13%. This increase was
primarily due to a $4.7 million increase in salary and related personnel costs
from additional professional services headcount, and a $2.1 million increase in
contractor and outside service fees.

Operating expenses

Sales and marketing
                                               Nine Months Ended September 30,
                                                  2022                   2021              $ Change               % Change
                                                                    (in thousands, except percentages)
Sales and marketing                        $        67,141           $   53,164          $   13,977                        26  %
Percentage of total revenue                             32   %              

30 %




Sales and marketing expenses were $67.1 million for the nine months ended
September 30, 2022, compared to $53.2 million for the nine months ended
September 30, 2021, an increase of $14.0 million, or 26%. The increase was
primarily due to a $5.8 million increase in salary and related personnel costs,
including $1.6 million of restructuring costs, a $4.1 million increase in
stock-based compensation, a $1.3 million increase in advertising and marketing
costs, a $1.1 million increase in travel-related expenses, and a $1.0 million
increase in contractor and outside service fees.

Sales and marketing expense as a percentage of total revenue increased from 30%
in the nine months ended September 30, 2021 to 32% in the nine months ended
September 30, 2022.

Research and development
                                                     Nine Months Ended September 30,
                                                        2022                   2021              $ Change               % Change
                                                                          (in thousands, except percentages)
Research and development                         $        56,066           $   45,254          $   10,812                        24  %
Percentage of total revenue                                   27   %               26  %



Research and development expenses were $56.1 million for the nine months ended
September 30, 2022, compared to $45.3 million for the nine months ended
September 30, 2021, an increase of $10.8 million, or 24%. The increase was
primarily due to a $6.5 million increase in salary and related personnel costs
including $2.3 million of restructuring costs, a $2.2 million increase in
contractor and outside service fees, and a $2.2 million increase in stock-based
compensation.

Research and development expense as a percentage of revenue increased from 26%
for the nine months ended September 30, 2021 to 27% in the nine months ended
September 30, 2022. .

General and administrative
                                                     Nine Months Ended September 30,
                                                        2022                   2021              $ Change               % Change
                                                                          (in thousands, except percentages)
General and administrative                       $        45,551           $   60,596          $  (15,045)                      (25) %
Percentage of total revenue                                   22   %        

34 %

General and administrative expenses were $45.6 million for the nine months ended
September 30, 2022, compared to $60.6 million for the nine months ended
September 30, 2021, a decrease of $15.0 million, or 25%.

                                       61
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The decrease was primarily due to a $19.6 million decrease in change in fair
value of contingent consideration liabilities, partially offset by an increase
of $2.6 million in salary and related personnel costs primarily from additional
headcount, a $1.9 million increase in lease-related impairment charges, and a
$1.0 million increase in acquisition-related costs.

General and administrative expense as a percentage of revenue decreased from 34%
in the nine months ended September 30, 2021 to 22% in the nine months ended
September 30, 2022.
Depreciation and amortization
                                           Nine Months Ended September 30,
                                              2022                   2021              $ Change               % Change
                                                                (in thousands, except percentages)
Depreciation and amortization          $        36,633           $   26,604          $   10,029                        38  %
Percentage of total revenue                         18   %               15  %



Depreciation and amortization expenses were $36.6 million for the nine months
ended September 30, 2022, compared to $26.6 million for the nine months ended
September 30, 2021, an increase of $10.0 million, or 38%. This increase was
primarily due to the amortization of acquired intangible assets resulting from
our recent business combinations.

Depreciation and amortization expense as a percentage of revenue increased from
15% in the nine months ended September 30, 2021 to 18% in the nine months ended
September 30, 2022.

Interest and other expense, net

                                        Nine Months Ended September 30,
                                            2022                  2021               $ Change               % Change
                                                              (in thousands, except percentages)
Interest income                      $         2,826                 669          $     2,157                       322  %
Interest expense                              (5,425)            (12,761)               7,336                       (57) %
Other (expense) income                          (101)                 10                 (111)                   (1,110) %
Total interest and other expense,
net                                  $        (2,700)         $  (12,082)         $     9,382                       (78) %



Interest and other expense, net decreased $9.4 million, or 78%, for the nine
months ended September 30, 2022, compared to the nine months ended September 30,
2021. This change is primarily due to a decrease in non-cash interest expense of
$7.4 million related to the modified retrospective adoption of ASU 2020-06 and
$2.2 million increase in interest and investment income due to increasing
interest rates. Refer to Note 1 and Note 9 of the condensed consolidated
financial statements for further information about our recent accounting
adoption.

Income tax provision (benefit)


                                         Nine Months Ended September 30,
                                           2022                   2021                $ Change              % Change
                                                              (in thousands, except percentages)
Income tax provision (benefit)       $      (4,339)                (6,749)         $     2,410                     n/m(1)


__________________
(1)Not meaningful

Our income tax provision consists of current and deferred taxes for U.S.
federal, state, and foreign income taxes.

                                       62
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The income tax benefit of $4.3 million and $6.7 million recorded for the nine
months ended September 30, 2022 and 2021, respectively, is primarily related to
the discrete deferred tax benefits attributable to the release of a portion of
the valuation allowance during the respective periods. The release of our
valuation allowance is attributable to the acquisitions of ARMUS and KPI Ninja
in 2022 and Twistle in 2021, which resulted in deferred tax liabilities that,
upon acquisition, allowed us to recognize certain deferred tax assets of $4.5
million and $6.8 million, respectively, that had previously been offset by a
valuation allowance.


Liquidity and Capital Resources

As of September 30, 2022, we had cash, cash equivalents, and short-term
investments of $380.1 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
customers under technology and professional services arrangements, borrowings
under our loan and security agreements, our IPO, the Note Offering, and the sale
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 in August 2021
(our Secondary Public Equity Offering). Our future capital requirements will
depend on many factors, including our pace of new customer growth and expanded
customer relationships, technology and professional services renewal activity,
and the timing and extent of spend to support the expansion of sales, marketing,
development, our share repurchase program 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 (the
Share Repurchase Plan). During the three months ended September 30, 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 September 30, 2022.

Convertible senior notes


On April 14, 2020, we issued $230.0 million in aggregate principal amount of
2.50% Convertible Senior Notes due 2025, 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 Notes of
$222.5 million, after deducting the initial purchasers' discounts and offering
expenses payable by us.

The Notes are senior, unsecured obligations and will accrue interest payable
semiannually in arrears on April 15 and October 15 of each year, beginning on
October 15, 2020, at a rate of 2.50% per year. The Notes will mature on April
15, 2025, unless earlier converted, redeemed, or repurchased. The Indenture does
not contain any financial or operating covenants or restrictions on the payments
of dividends, the incurrence of indebtedness, or the issuance or repurchase of
securities by us or any of our subsidiaries. The Indenture permits us to
repurchase the Notes prior to the maturity date. The Notes are convertible into
cash, shares of our common stock, or a combination of cash and shares of our
common stock, with the form of consideration determined at our election. The
conversion rate is initially 32.6797 shares of our common stock per $1,000
principal amount of Notes (which is equivalent to an initial conversion price of
approximately $30.60 per share of our common stock).


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Capped calls


On April 8, 2020, concurrently with the pricing of the Notes, we entered into
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 the
Additional 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 9 of our condensed consolidated financial statements for
additional details regarding the private offering of the Notes and the Capped
Calls.


Cash flows

The following table summarizes our cash flows for the nine months ended
September 30, 2022 and 2021:

                                                                    Nine Months Ended September 30,
                                                                       2022                   2021
                                                                            (in thousands)
Net cash used in operating activities                           $        (20,449)         $  (13,348)
Net cash used in investing activities                                    (45,277)            (62,995)
Net cash (used in) provided by financing activities                       (3,250)            260,168
Effect of exchange rate changes                                              (27)                (14)
Net (decrease) increase in cash and cash equivalents            $        (69,003)         $  183,811


Operating activities

Our largest source of operating cash flows is cash collections from our
customers 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 nine months ended September 30, 2022, net cash used in operating
activities was $20.4 million, which included a net loss of $101.6 million.
Non-cash adjustments primarily consisted of $36.6 million in depreciation and
amortization of property, equipment, and intangible assets, $53.4 million in
stock-based compensation, $4.9 million in impairment of long-lived assets,
reduced by a $4.7 million change in fair value of contingent consideration
liabilities, and a $4.5 million deferred tax benefit.

For the nine months ended September 30, 2021, net cash used in operating
activities was $13.3 million, which included a net loss of $104.2 million.
Non-cash adjustments primarily consisted of $26.6 million in depreciation and
amortization of property, equipment, and intangible assets, $48.7 million in
stock-based compensation, $13.7 million in change in fair value of contingent
consideration liabilities, $8.8 million in amortization of debt discount and
issuance costs, partially offset by the $11.8 million payment in excess of the
acquisition date fair value to settle the cash-based portion of consideration
liabilities, and a $6.8 million deferred tax benefit.

Investing activities


Net cash used in investing activities for the nine months ended September 30,
2022 of $45.3 million was primarily due to $270.2 million provided from the sale
and maturity of short-term investments, reduced by $274.5 million in purchases
of short-term investments, $27.8 million used to acquire KPI Ninja and ARMUS,
and $10.0 million of capitalized internal-use software.


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Net cash used in investing activities for the nine months ended September 30,
2021 of $63.0 million was primarily due to $46.8 million used to acquire
Twistle, $11.1 million in purchases of property, equipment, and intangible
assets, $3.6 million of capitalized internal-use software, and $188.4 million
used to purchase short-term investments, reduced by $186.9 million provided from
the sale and maturity of short-term investments.

Financing activities


Net cash used in financing activities for the nine months ended September 30,
2022 of $3.3 million was primarily the result of $8.4 million in repurchases of
common stock and $1.3 million in payments of acquisition-related obligations,
reduced by $3.9 million in stock option exercise proceeds, and $2.6 million in
proceeds from our ESPP.

Net cash provided by financing activities for the nine months ended September
30, 2021 of $260.2 million was primarily the result of $245.2 million in public
offering net proceeds $17.3 million in stock option exercise proceeds and $4.0
million in proceeds from our ESPP, reduced by $6.3 million in payments of
acquisition-related obligations.

Contractual Obligations and Commitments


There have been no material changes to the contractual obligations as disclosed
in our Annual Report on Form 10-K, filed with the SEC on March 1, 2022. Refer to
"Note 9-Convertible Senior Notes", "Note 14-Commitments and Contingencies", and
"Note 18-Restructuring Costs" of our unaudited condensed consolidated financial
statements included elsewhere in this Quarterly Report on Form 10-Q for
additional information regarding our commitments and contractual obligations.

Off-Balance Sheet Arrangements


As of September 30, 2022, we did not have any relationships with unconsolidated
organizations or financial partnerships, such as structured finance or special
purpose entities that would have been established for the purpose of
facilitating off-balance sheet arrangements or other contractually narrow or
limited purposes.

Critical Accounting Policies and Estimates


Our management's discussion and analysis of our financial condition and results
of operations is based on our financial statements, which have been prepared in
accordance with GAAP. The preparation of these condensed consolidated financial
statements requires us to make estimates and assumptions that affect the
reported amounts of assets, liabilities, revenue, costs and expenses, and
related disclosures. To the extent that there are material differences between
these estimates and actual results, our financial condition or results of
operations would be affected. We base our estimates on past experience and other
assumptions that we believe are reasonable under the circumstances, and we
evaluate these estimates on an ongoing basis. Critical accounting policies and
estimates are those that we consider critical to understanding our historical
and future performance, as these policies relate to the more significant areas
involving management's judgments and estimates.

Due to the COVID-19 pandemic, war in Ukraine, and high level of inflation,
amongst other factors, there has been uncertainty and disruption in the global
economy and financial markets. We are not aware of any specific event or
circumstance that would require updates to our estimates or judgments or require
us to revise the carrying value of our assets or liabilities as of the date of
issuance of this Quarterly Report on Form 10-Q. These estimates may change as
new events occur and additional information is obtained. Actual results could
differ materially from these estimates under different assumptions or
conditions. We will continue to actively monitor the impact of the COVID-19
pandemic, Ukraine war, recent inflationary pressures, challenging macroeconomic
environment, and other factors on our estimates, including our expected credit
losses and the fair value of other assets, including goodwill.

There have been no material changes to our critical accounting policies and
estimates as previously disclosed in our Annual Report on Form 10-K, filed with
the SEC on March 1, 2022. See "Note 1-Description of Business and Summary of
Significant Accounting Policies" of our condensed consolidated financial
statements included

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elsewhere in this Quarterly Report on Form 10-Q for more information regarding
the Company’s significant accounting policies.

Recent Accounting Pronouncements

See “Note 1-Description of Business and Summary of Significant Accounting
Policies” to our condensed consolidated financial statements included elsewhere
in this Quarterly Report on Form 10-Q. There have been no recent accounting
pronouncements issued which are expected to have a material effect on our
condensed consolidated financial statements.

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