You should read the following discussion and analysis of our financial condition
and results of operations together with the condensed consolidated financial
statements and related notes that are included elsewhere in this Quarterly
Report on Form 10-Q and our Annual Report on Form 10-K for the fiscal year ended
December 31, 2021, or Annual Report, filed with the Securities and Exchange
Commission, or the SEC, on February 15, 2022. This discussion contains
forward-looking statements based upon current expectations that involve risks
and uncertainties. Our actual results may differ materially from those
anticipated in these forward-looking statements as a result of various factors,
including those set forth under "Risk Factors," set forth in Part II, Item 1A of
this Quarterly Report on Form 10-Q. See "Special Note Regarding Forward-Looking
Statements" above.

                                    Overview

We are a leader in Analytic Process Automation, or Alteryx APA. The Alteryx APA
software platform unifies analytics, data science and business process
automation in one self-service platform to accelerate digital transformation,
deliver high-impact business outcomes, accelerate the democratization of data,
and rapidly upskill modern workforces. Data workers, regardless of technical
acumen, are empowered to be curious and solve problems. With the Alteryx APA
software platform, users can automate the full range of analytics, data science
and processes, embed intelligent decision-making and actions, and empower their
organization to enable top and bottom line impact, efficiency gains, and rapid
upskilling.

Our platform includes Alteryx Designer, our data profiling, preparation,
blending, analytics, data science and process automation product deployable to
the cloud and on premise, Alteryx Server, our secure and scalable server-based
product for managing, automating and governing processes and applications in a
web-based environment, Alteryx Intelligence Suite, our augmented machine
learning, auto-modeling, and text mining product, Alteryx Connect, our
collaborative data exploration platform for discovering information assets and
sharing recommendations across the enterprise, and Alteryx Promote, our advanced
analytics model management product for data scientists and analytics teams to
build, manage, monitor and deploy predictive models into real-time production
applications. Our platform also offers cloud-native products, including Alteryx
Designer Cloud, the browser-based version of our Alteryx Designer product,
Alteryx Machine Learning, our automated machine learning product for building,
validating, iterating, and exploring machine learning models with a fully-guided
user experience, Alteryx Auto Insights, our analytics solution that automates
insights for business users, and Alteryx Trifacta, our open and interactive
cloud platform for data engineers and analysts to collaboratively profile,
prepare, and pipeline data for analytics and machine learning. In addition,
Alteryx Community, our online user community, allows users to gain valuable
insights from one another, collaborate and share their experiences and ideas,
and innovate around our platform.

Our platform has been adopted by organizations across a wide variety of
industries and sizes. As of March 31, 2022, we had nearly 8,200 customers in
more than 80 countries, including over 890 of the Global 2000 companies. We
derive a large portion of our revenue from subscriptions for use of our
platform. Our software can be licensed for use on a desktop or server, or it can
be deployed in the cloud or through a browser. Subscription periods for our
platform generally range from one to three years and the subscription fees are
typically billed annually in advance. We also generate revenue from professional
services, including training and consulting services. Revenue from
subscriptions, including related PCS, represented over 95% of revenue for each
of the three months ended March 31, 2022 and 2021, respectively.

Our business model involves both a "land and expand" sales motion as well as an
enterprise sales motion. Our go-to-market approach often begins with a free
trial of Alteryx Designer and is followed by an initial purchase of our
offerings. As organizations quickly realize the benefits derived from our
platform, use frequently spreads across departments, divisions, and geographies
through word-of-mouth, collaboration, and standardization and automation of
business processes. Both for an initial purchase and as part of expanding a
current customer's use of our products, we also employ an enterprise-focused
sales motion that identifies and involves members of a customer's senior
management team to accelerate acceptance and adoption of our platform within
their organization. Over time, many of our customers find that the use of our
platform is strategic and collaborative in nature and it becomes a fundamental
element of their operational, analytical and business processes.

We sell our platform primarily through direct sales and marketing channels
utilizing a wide range of online and offline sales and marketing activities. In
addition, we have cultivated strong relationships with channel partners to help
us extend the reach of our sales and marketing efforts, especially
internationally. Our channel partners include technology alliances, solution
providers, global strategic integrators, and value-added resellers, or VARs.
These channel partners also provide solution-based selling, services, and
training internationally.
                                       25
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                                COVID-19 Impact

In March 2020, the World Health Organization declared the outbreak of COVID-19 a
pandemic, which has resulted in authorities implementing and re-implementing
numerous measures from time to time to contain the virus, including travel bans
and restrictions, quarantines, shelter-in-place orders, and business limitations
and shutdowns. While we are unable to accurately predict the full impact that
the COVID-19 pandemic has had or will have on our operating results, financial
condition, liquidity and cash flows due to numerous uncertainties, including the
duration and severity of the pandemic, any resurgences of the pandemic locally
or globally, and the evolution and impact of COVID-19 variants, our compliance
with these measures has impacted our day-to-day operations and could continue to
disrupt our business and operations, as well as that of certain of our customers
whose industries are more severely impacted by these factors, for an indefinite
period of time.

To support the health and well-being of our employees, customers, partners and
communities, the majority of our offices worldwide were closed from March 2020
through May 2021. Beginning in June 2021 and continuing into the three months
ended March 31, 2022, as conditions have improved, vaccination rates have
increased, and local authorities have permitted, we have reopened most of our
offices worldwide. Starting in April 2022, we are also encouraging our
U.S.-based employees who are local to an office to begin returning at least one
day per week. We have also reduced restrictions on travel and have seen
increases in travel in the three months ended March 31, 2022. We anticipate that
costs related to travel will continue to increase as government-imposed travel
restrictions are eased and lifted. In February 2022, we transitioned our
corporate headquarters to our new facilities in Irvine, California. Although we
were able to secure a subtenant for our previous corporate headquarters, the
impact of the pandemic on the commercial real estate market and the increase in
work-from-home arrangements has caused a decline in demand for office space and
market rates, which contributed to the long-lived asset impairment incurred upon
our ceasing use of that space.

                              Key Business Metrics

We review the following key business metrics to evaluate our business, measure our performance, identify trends affecting our business, formulate business plans, and make strategic decisions:



Annual Recurring Revenue. We derive a large portion of our revenue from
subscriptions for use of our platform. Subscription periods for our platform
generally range from one to three years and the subscription fees are typically
billed annually in advance. A portion of revenue from our subscriptions is
recognized at the point in time when the platform is first made available to the
customer, or the beginning of the subscription term, if later. The remaining
portion is recognized ratably over the life of the contract. This revenue
recognition creates variability in the revenue we recognize period to period
based on the timing of subscription start dates and the subscription term. In
order to measure the underlying performance of our subscription-based contracts,
we calculate annual recurring revenue, or ARR, which represents the annualized
recurring value of all active subscription contracts at the end of a reporting
period and excludes the value of non-recurring revenue streams, such as certain
professional services. ARR is a performance metric and should be viewed
independently of revenue and deferred revenue, and is not intended to be a
substitute for, or combined with, any of these items. Both multi-year contracts
and contracts with terms less than one year are annualized by dividing the total
committed contract value by the number of months in the subscription term and
then multiplying by twelve.

The following table summarizes our annual recurring revenue (in millions) for each quarter end for the periods indicated:



                                                                    As of
                                       Mar. 31,      Jun. 30,      Sep. 30,      Dec. 31,      Mar. 31,
                                         2021          2021          2021          2021          2022
        Annual recurring revenue      $  512.7      $  547.6      $  578.6      $  638.0      $  683.6


                                       26

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Dollar-Based Net Expansion Rate. Our dollar-based net expansion rate is a
trailing four-quarter average of the annual contract value, or ACV, which is
defined as the subscription revenue that we would contractually expect to
recognize over the term of the contract divided by the term of the contract, in
years, from a cohort of customers in a quarter as compared to the same quarter
in the prior year. A dollar-based net expansion rate equal to 100% would
generally imply that we received the same amount of ACV from our cohort of
customers in the current quarter as we did in the same quarter of the prior
year. A dollar-based net expansion rate less than 100% would generally imply
that we received less ACV from our cohort of customers in the current quarter
than we did in the same quarter of the prior year. A dollar-based net expansion
rate greater than 100% would generally imply that we received more ACV from our
cohort of customers in the current quarter than we did in the same quarter of
the prior year.

To calculate our dollar-based net expansion rate, we first identify a cohort of
customers, or the Base Customers, in a particular quarter, or the Base Quarter.
A customer will not be considered a Base Customer unless such customer has an
active subscription on the last day of the Base Quarter. We then divide the ACV
in the same quarter of the subsequent year attributable to the Base Customers,
or the Comparison Quarter, including Base Customers from which we no longer
derive ACV in the Comparison Quarter, by the ACV attributable to those Base
Customers in the Base Quarter. Our dollar-based net expansion rate in a
particular quarter is then obtained by averaging the result from that particular
quarter with the corresponding result from each of the prior three quarters. The
dollar-based net expansion rate excludes contract value relating to professional
services from that cohort.

The following table summarizes our dollar-based net expansion rate at the end of each quarter for the periods indicated:



                                                                                            Three Months Ended
                                                         Mar. 31,         Jun. 30,            Sep. 30,            Dec. 31,            Mar. 31,
                                                           2021             2021                2021                2021                2022
Dollar-based net expansion rate                            120  %              120  %              119  %              119  %              119  %


Number of Customers. We believe that our ability to expand our customer base is
a key indicator of our market penetration, the growth of our business, and our
future potential business opportunities. We define a customer at the end of any
particular period as an entity with a subscription agreement that runs through
the current or future period as of the measurement date. Organizations with free
trials have not entered into a subscription agreement and are not considered
customers. A single organization with separate subsidiaries, segments, or
divisions that use our platform may represent multiple customers, as we treat
each entity that is invoiced separately as a single customer. In cases where
customers subscribe to our platform through our channel partners, each end
customer is counted separately.

The following table summarizes the number of our customers at each quarter end
for the periods indicated:

                                                             As of
                            Mar. 31,         Jun. 30,       Sep. 30,       Dec. 31,       Mar. 31,
                              2021             2021           2021           2021           2022
            Customers       7,214            7,405          7,689          7,936          8,195


                                       27

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                             Results of Operations

The following table sets forth our results of operations for the periods
indicated. The period-to-period comparison of financial results is not
necessarily indicative of financial results to be achieved in future periods.


                                                   Three Months Ended March 31,
                                                       2022                   2021
                                                          (in thousands)
Revenue:
Subscription-based software license         $         63,089               $  43,358
PCS and services                                      94,852                  75,401
Total revenue                                        157,941                 118,759
Cost of revenue:
Subscription-based software license                    2,102                   1,249
PCS and services                                      22,139                   9,592
Total cost of revenue(1)                              24,241                  10,841
Gross profit                                         133,700                 107,918
Operating expenses:
Research and development(1)                           50,150                  31,322
Sales and marketing(1)                               115,610                  71,907
General and administrative(1)                         59,440                  33,500
Impairment of long-lived assets                        8,239                       -
Total operating expenses                             233,439                 136,729
Loss from operations                                 (99,739)                (28,811)
Interest expense                                      (2,390)                 (9,598)
Other expense, net                                    (1,950)                 (1,254)

Loss before provision for income taxes              (104,079)                (39,663)
Provision for income taxes                             1,488                     993
Net loss                                    $       (105,567)              $ (40,656)

(1) Amounts include stock-based compensation expense as follows:



                                       Three Months Ended March 31,
                                            2022                    2021
                                              (in thousands)
Cost of revenue                 $         3,404                  $  1,108
Research and development                 11,174                     6,325
Sales and marketing                      15,220                     7,045
General and administrative               15,364                     9,961
Total                           $        45,162                  $ 24,439



                                       28

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The following table sets forth selected historical financial data for the periods indicated, expressed as a percentage of revenue:



                                                   Three Months Ended March 31,
                                                        2022                   2021
Revenue:
Subscription-based software license                               39.9  %      36.5  %
PCS and services                                                  60.1         63.5
Total revenue                                                    100.0        100.0
Cost of revenue:
Subscription-based software license                                1.3          1.1
PCS and services                                                  14.0          8.1
Total cost of revenue                                             15.3          9.2
Gross profit                                                      84.7         90.8
Operating expenses:
Research and development                                          31.8         26.4
Sales and marketing                                               73.2         60.5
General and administrative                                        37.6         28.2
Impairment of long-lived assets                                    5.2            -
Total operating expenses                                         147.8        115.1
Loss from operations                                             (63.1)       (24.3)
Interest expense                                                  (1.5)        (8.1)
Other expense, net                                                (1.3)        (1.1)

Loss before provision for income taxes                           (65.9)       (33.5)
Provision for income taxes                                         0.9          0.8
Net loss                                                         (66.8) %     (34.3) %


          Comparison of the Three Months Ended March 31, 2022 and 2021


Revenue
                                                                  Three Months Ended
                                                                       March 31,                               Change
                                                                2022                 2021             Amount               %
                                                                            (in thousands, except percentages)
Subscription-based software license                       $      63,089          $  43,358          $ 19,731              45.5  %
PCS and services                                                 94,852             75,401            19,451              25.8
Total revenue                                             $     157,941          $ 118,759          $ 39,182              33.0  %


Subscription-based software license revenue increased for the three months ended
March 31, 2022 as compared to the three months ended March 31, 2021 primarily
due to an increase in sales to new and existing customers during the three
months ended March 31, 2022 as compared to the three months ended March 31,
2021. In addition, as a result of a determination to cease the inclusion of a
certain performance obligation previously included in subscriptions to our
platform, we recognized a larger portion of the total transaction price at the
point in time when the platform was first made available to the customer, or the
beginning of the subscription term, if later, during the three months ended
March 31, 2022 as compared to the three months ended March 31, 2021.
                                       29
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PCS and services revenue is primarily recognized ratably over the subscription
term. Due to the ratable recognition of this revenue over time, the increase in
PCS and services revenue is primarily attributed to sales to customers in prior
periods and the growth in our customer base between March 31, 2021 and March 31,
2022. Our product pricing was not a significant driver of the changes in
subscription-based software license or PCS and services revenue for the periods
presented. In addition, our new cloud-based product offerings, including Alteryx
Designer Cloud, Alteryx Machine Learning, Alteryx Auto Insights, and products
acquired as part of our Trifacta acquisition, did not represent a material
amount of revenue for the three months ended March 31, 2022.

The disaggregation of revenue by region was as follows:



                         Three Months Ended
                              March 31,                          Change
                         2022                2021          Amount          %
                               (in thousands, except percentages)
United States   $     110,033             $  77,237      $ 32,796        42.5  %
International          47,908                41,522         6,386        15.4
Total revenue   $     157,941             $ 118,759      $ 39,182        33.0  %

Cost of Revenue and Gross Margin



                                                                 Three Months Ended
                                                                      March 31,                              Change
                                                               2022                2021             Amount               %
                                                                           (in thousands, except percentages)
Subscription-based software license                       $     2,102           $  1,249          $    853              68.3  %
PCS and services                                               22,139              9,592            12,547             130.8
Total cost of revenue                                     $    24,241           $ 10,841          $ 13,400             123.6  %
% of revenue                                                     15.3   %            9.2  %
Gross margin                                                     84.7   %           90.8  %


Cost of revenue increased for the three months ended March 31, 2022 as compared
to the three months ended March 31, 2021 primarily due to $8.8 million in
increased employee-related costs driven by incremental headcount, a broad-based
wage increase to improve retention and productivity, and merit increases, as
well as additional stock awards granted to new hires and as part of our equity
refresh programs. Additionally, there was an increase in amortization of
intangibles associated with our recent acquisitions of $1.2 million,
depreciation of capitalized software development costs of $1.0 million, and
higher information technology and overhead costs of $0.8 million to support the
increased headcount. In addition, we have made significant investments in our
cloud infrastructure and customer success organizations, including through the
acquisition of Trifacta, which has contributed to the increase to cost of
revenue and the resulting decrease to gross margin.

As of March 31, 2022, we had 262 cost of revenue personnel as compared to 111 as
of March 31, 2021.

Research and Development

                                          Three Months Ended
                                               March 31,                          Change
                                      2022                    2021          Amount          %
                                                (in thousands, except percentages)

      Research and development   $    50,150               $ 31,322       $

18,828        60.1  %
      % of revenue                      31.8   %               26.4  %


                                       30

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Research and development expense increased for the three months ended March 31,
2022 as compared to the three months ended March 31, 2021 primarily due to $15.2
million in increased employee-related costs driven by incremental headcount, a
broad-based wage increase to improve retention and productivity, merit
increases, and additional stock awards granted to new hires and as part of our
equity refresh programs. In addition, there was an increase in consulting and
outsourced labor costs of $2.0 million to assist in certain development
projects, as well as higher information technology costs of $0.9 million related
primarily to additional software licenses and web services procured and overhead
costs of $0.6 million due to office expansion and fit-outs.

As of March 31, 2022, we had 609 research and development personnel as compared to 394 as of March 31, 2021.



Sales and Marketing

                                 Three Months Ended
                                      March 31,                          Change
                              2022                   2021          Amount          %
                                       (in thousands, except percentages)
Sales and marketing     $    115,610              $ 71,907       $ 43,703        60.8  %
% of revenue                    73.2   %              60.5  %


Sales and marketing expense increased for the three months ended March 31, 2022
as compared to the three months ended March 31, 2021 primarily due to an
increase in employee-related costs of $27.7 million. The overall increase in
employee-related costs was a result of increased headcount, a broad-based wage
increase to improve retention and productivity, merit increases, and additional
stock awards granted as part of our equity refresh programs. There was an
additional increase related to the effect of higher travel and entertainment
expenses of $8.4 million due primarily to increased international travel as well
as the overall easing of travel restrictions associated with the COVID-19
pandemic. Furthermore, there was an increase of $2.5 million in information
technology and overhead costs as a result of office expansion and fit outs, an
increase of $2.3 million in marketing programs due in part to our brand
awareness campaigns, such as the ongoing sponsorship of McLaren Racing, and an
increase in consulting and outsourced labor costs of $1.5 million related to
go-to-market projects and global campaign integration.

As of March 31, 2022, we had 1,126 sales and marketing personnel as compared to 720 as of March 31, 2021.

General and Administrative



                                       Three Months Ended
                                            March 31,                          Change
                                   2022                    2021          Amount          %
                                             (in thousands, except percentages)
General and administrative    $    59,440               $ 33,500       $ 25,940        77.4  %
% of revenue                         37.6   %               28.2  %


General and administrative expense increased for the three months ended March
31, 2022 as compared to the three months ended March 31, 2021 primarily due to
$13.1 million in increased employee-related costs from incremental headcount, a
broad-based wage increase to improve retention and productivity, merit
increases, and additional stock awards granted to new hires and as part of our
equity refresh programs, including the market-based PRSUs granted to certain
executives. In addition, there was an increase in consulting and outsourced
labor costs of $10.6 million primarily due to higher legal and accounting
professional services fees related to our recent acquisition of Trifacta, as
well as an increase in overhead costs of $1.4 million due to office expansion
and fit outs, including our new corporate headquarters.

As of March 31, 2022, we had 387 general and administrative personnel as compared to 273 as of March 31, 2021.


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Impairment of Long-lived Assets



                                            Three Months Ended
                                                March 31,                      Change
                                              2022               2021      Amount       %
                                              (in thousands, except percentages)
Impairment of long-lived assets     $        8,239              $  -      $ 8,239        *


*   Not meaningful

The long-lived asset impairment is attributable to the cease-use and sublease of our previous corporate headquarters during the three months ended March 31, 2022. We recorded an impairment on the right-of-use asset and related fixed asset of $6.1 million and $2.1 million, respectively, as the carrying value exceeded the future discounted cash flows.



Interest Expense

                                        Three Months Ended
                                            March 31,                           Change
                                        2022                 2021        Amount          %
                                             (in thousands, except percentages)
         Interest expense     $       (2,390)             $ (9,598)     $ 7,208       (75.1) %


Interest expense is primarily attributable to our 2023 Notes and 2024 & 2026
Notes issued during the three months ended June 30, 2018 and September 30, 2019,
respectively. Interest expense decreased in the three months ended March 31,
2022 as compared to the three months ended March 31, 2021 due to the removal of
the equity component and related amortization of the debt discount as part of
the adoption of ASU 2020-06.

Other Expense, Net

                                           Three Months Ended
                                                March 31,                       Change
                                           2022                  2021        Amount      %
                                             (in thousands, except percentages)
            Other expense, net   $       (1,950)              $ (1,254)     $ (696)       *


*   Not meaningful


Other expense, net consists primarily of gains and losses on foreign currency
remeasurement and transactions and interest income from our available-for-sale
securities. The increase in other expense, net for the three months ended March
31, 2022 as compared to the three months ended March 31, 2021 was related to
greater realized losses in securities of $1.3 million resulting from sales of
our short-term available-for-sale investments and a decrease in investment
income of $0.2 million due to lower interest rates, offset in part by a decrease
in loss in foreign currency remeasurement of $0.9 million due to fluctuations in
the United States Dollar as compared to other major currencies in which we
transact.

Provision for Income Taxes



                                               Three Months Ended
                                                    March 31,                     Change
                                                 2022               2021       Amount      %
                                                 (in thousands, except percentages)
         Provision for income taxes    $        1,488              $ 993      $  495        *


*   Not meaningful


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The change in the provision for income taxes for the three months ended March
31, 2022 as compared to the three months ended March 31, 2021 was primarily due
to an increase in pre-tax loss at the annualized effective tax rate for the
three months ended March 31, 2022.

                        Liquidity and Capital Resources

We had $598.3 million and $1.0 billion of cash and cash equivalents and
short-term and long-term investments in marketable securities with $564.7
million and $972.3 million held domestically, as of March 31, 2022 and December
31, 2021, respectively. The decrease in cash and cash equivalents and
investments is primarily due to the acquisition of Trifacta for $389.8 million,
net of cash acquired.

Our principal uses of cash are funding our operations and other working capital requirements.



In the short term, we believe that our existing cash and cash equivalents,
marketable securities, and cash flow from operations (in periods in which we
generate cash flow from operations) will be sufficient for at least the next 12
months to meet our requirements and plans for cash, including meeting our
working capital and capital expenditure requirements. In the long term, our
ability to support our requirements and plans for cash, including meeting our
working capital and capital expenditure requirements, will depend on many
factors, including our revenue growth rate, the timing and the amount of cash
received from customers, expansion of sales and marketing activities, the timing
and extent of spending to support research and development efforts, the cost to
develop and support our offering, the introduction of new products and services,
the continuing adoption of our products by customers, any acquisitions or
investments that we make in complementary businesses, products, and
technologies, and our ability to obtain equity or debt financing. To the extent
existing cash and cash equivalents and short-term investments and cash from
operations are not sufficient to fund future activities, we may need to raise
additional funds. We may seek to raise additional funds through equity,
equity-linked, or debt financings. If we raise additional funds through the
incurrence of indebtedness, such indebtedness may have rights that are senior to
holders of our equity securities and could contain covenants that restrict
operations. Any additional equity or convertible debt financing may be dilutive
to stockholders. If we are unable to raise additional capital or refinance our
existing indebtedness when desired, our business, operating results, and
financial condition could be adversely affected.

There were no material changes in our contractual obligations and commitments
during the three months ended March 31, 2022 from the contractual obligations
and commitments disclosed in the Annual Report. See Note 8, Convertible Senior
Notes, Note 10, Leases, and Note 11, Contingencies, of the notes to our
condensed consolidated financial statements included in Part 1, Item 1 of this
Quarterly Report on Form 10-Q for additional information regarding contractual
obligations and commitments.

We do not have any relationships with unconsolidated entities or financial
relationships, such as structured finance or special purpose entities, which
would have been established for the purpose of facilitating off-balance sheet
arrangements.

Cash Flows

The following table sets forth cash flows for the periods indicated:


                                                                         Three Months Ended March 31,
                                                                           2022                  2021
                                                                                (in thousands)
Net cash provided by operating activities                            $        8,818          $  25,968
Net cash provided by (used in) investing activities                          (3,986)            64,611
Net cash used in financing activities                                        (9,385)            (7,828)


Operating Activities

Net cash provided by operating activities was $8.8 million for the three months
ended March 31, 2022. Net cash provided by operating activities primarily
reflected net non-cash activity of $72.2 million and a change in operating
assets and liabilities of $42.2 million, offset in part by a net loss of $105.6
million.

Net cash provided by operating activities was $26.0 million for the three months
ended March 31, 2021. Net cash provided by operating activities primarily
reflected net non-cash activity of $41.1 million and a change in operating
assets and liabilities of $25.6 million, offset in part by a net loss of $40.7
million.
                                       33
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Changes in operating assets and liabilities is primarily driven by the
seasonality of our sales cycle. The fourth quarter of each fiscal year has
historically been our strongest quarter for new business and renewals and,
correspondingly, the first quarter of the subsequent fiscal year has
historically been the strongest for cash collections on accounts receivable and
highest for payments of sales commissions. As a result of this seasonality, our
accounts receivable decreased during each of the three months ended March 31,
2021 and 2022 compared to the year ended December 31, 2020 and 2021,
respectively. These decreases were offset in part by a decrease to accrued
payroll and payroll-related liability and a net increase in contract asset
balances during each respective period. In addition to the sales cycle, our cash
flow from operations is also impacted by the payment of our annual cash
incentive bonuses to our non-commissioned employees in the first quarter of the
fiscal year and the timing of obligations on accounts payable.

Investing Activities



Net cash used in investing activities for the three months ended March 31, 2022
was $4.0 million, consisting of $389.8 million of cash paid in connection with
our acquisition of Trifacta and $9.3 million of purchases of property and
equipment, offset in part by $395.1 million of sales and maturities of
investments, net of purchases.

Net cash provided by investing activities for the three months ended March 31,
2021 was $64.6 million, consisting of $70.2 million of sales and maturities of
investments, net of purchases, offset in part by $5.6 million of purchases of
property and equipment.

Financing Activities

Net cash used in financing activities for the three months ended March 31, 2022
was $9.4 million, consisting primarily of the minimum tax withholding paid on
behalf of employees for RSU settlements of $14.1 million, offset in part by
proceeds from stock option exercises of $4.7 million.

Net cash used in financing activities for the three months ended March 31, 2021
was $7.8 million, consisting primarily of the minimum tax withholding paid on
behalf of employees for RSU settlements of $13.0 million, offset in part by
proceeds from stock option exercises of $5.2 million.

The timing and number of stock option exercises and employee stock purchases and
the amount of proceeds we receive from these equity awards is not within our
control. As it is now our general practice to issue principally RSUs to our
employees, cash paid on behalf of employees for minimum statutory withholding
taxes on RSU settlements will likely increase.


                   Critical Accounting Policies and Estimates

Our condensed consolidated financial statements and the related notes have been
prepared in accordance with U.S. GAAP. The preparation of our condensed
consolidated financial statements requires us to make estimates and assumptions
that affect the reported amounts of assets, liabilities, revenue, costs and
operating expenses, provision for income taxes, and related disclosures.
Generally, we base our estimates on historical experience and on various other
assumptions in accordance with U.S. GAAP that we believe to be reasonable under
the circumstances. Actual results may differ from these estimates. To the extent
that there are material differences between these estimates and our actual
results, our future financial statements will be affected.

There have been no changes to our critical accounting policies disclosed in our Annual Report.



                        Recent Accounting Pronouncements

See Note 2, Significant Accounting Policies, of the notes to our condensed consolidated financial statements included elsewhere in Part I, Item 1 of this Quarterly Report on Form 10-Q for a description of recent accounting pronouncements.


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