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, 2019, or Annual Report, filed with the Securities and Exchange
Commission, or the SEC, on February 14, 2020. This discussion contains
forward-looking statements based upon current expectations that involve risks
and uncertainties, including, but not limited to, risks and uncertainties
related to the impact of the COVID-19 pandemic on our business. 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 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
deliver faster and better business outcomes.
Our platform includes Alteryx Designer, our data profiling, preparation,
blending, and analytics product deployable to the cloud and on premise, Alteryx
Server, our secure and scalable server-based product for scheduling, sharing and
running analytic processes and applications in a web-based environment, Alteryx
Analytics Hub, our next-generation automation and collaboration product, Alteryx
Intelligence Suite, our augmented machine learning 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. In addition, Alteryx Analytics
Gallery, our cloud-based collaboration offering, is a key feature of our
platform allowing users to share workflows in a centralized repository, and
Alteryx 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 June 30, 2020, we had over 6,700 customers in more
than 90 countries, including over 730 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. 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 and six months ended June
30, 2020 and 2019, respectively.
We employ a "land and expand" business model. Our go-to-market approach often
begins with a free trial of Alteryx Designer and is followed by an initial
purchase of our platform 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. Over time, many of our
customers find that the use of our platform is strategic and collaborative in
nature and our platform 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, strategic global system integrators, solution partners, and
value-added resellers, or VARs. These channel partners also provide
solution-based selling, services, and training internationally.
                                       22
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                                COVID-19 Impact
In March 2020, the World Health Organization declared the outbreak of COVID-19 a
pandemic, which continues to spread throughout the U.S. and the world and has
resulted in authorities implementing numerous measures 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 will have on our operating
results, financial condition, liquidity and cash flows due to numerous
uncertainties, including the duration and severity of the pandemic or any
resurgences of the pandemic locally or globally, 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 measures, for an indefinite
period of time. During the three and six months ended June 30, 2020, we
continued to experience significant changes in customer buying behavior that
began in March as a result of the impact of the COVID-19 pandemic, including
decreased customer engagement and delayed sales cycles. Specifically, economic
challenges that enterprise customers in certain verticals have experienced, as
well as weakness in our commercial segment that targets small- and medium-sized
businesses, have adversely impacted the length of the sales cycle and the
expansion and new business sales with these customers. As a result of these
changes, we experienced a decrease in revenue from the three months ended June
30, 2020 as compared to the three months ended March 31, 2020 and deterioration
in near-term demand, and saw key business metrics, including our dollar-based
net expansion rate, decrease quarter over quarter. See Key Business Metrics and
Results of Operations for further discussion. Further, as a result of the impact
of the COVID-19 pandemic on our operating results for the three months ended
June 30, 2020, we expect our business in fiscal 2020 to continue to perform at
levels lower than planned prior to the COVID-19 pandemic.
To support the health and well-being of our employees, customers, partners and
communities, the majority of our offices worldwide remain temporarily closed and
nearly all of our employees continue to work remotely. Our offices will not
re-open until local authorities permit us to do so and our own criteria and
conditions to ensure employee health and safety are satisfied, including social
distancing and enhanced cleaning protocols. While we have developed plans for
our employees to begin safely returning to their respective offices, we cannot
predict when or how we will begin to lift the work from home requirements for
geographic areas that continue to be significantly impacted by the pandemic or
certain other actions taken as part of our business continuity plans, including
travel restrictions. While the adjustments to our operations may result in
inefficiencies, delays and additional costs in our product development, sales,
marketing, and customer support efforts, as of the date of this filing, we do
not believe our work from home protocol has materially adversely impacted our
internal controls, financial reporting systems or our operations. In addition,
in certain locations where shutdowns were or continue to be in effect, the
construction of certain of our leased facilities has been delayed, which could
impact our ability to utilize these facilities in accordance with our original
timeline. Although we believe our current facilities will meet our requirements
for the foreseeable future, a delay in construction could result in additional
costs.
In response to the ongoing COVID-19 pandemic, we have implemented plans to
manage our costs. We have temporarily limited the addition of new employees and
third-party contracted services, curtailed most travel expense except where
critical to the business, and acted to limit discretionary spending. To the
extent the business disruption continues for an extended period, additional cost
management actions may be considered. Although we continue to monitor the
situation and may adjust our current policies as more information and public
health guidance become available, the ongoing effects of the COVID-19 pandemic
and/or the precautionary measures that we have adopted have resulted in, and
could continue to result in, customers not purchasing or renewing our products
or services, significant delays or lengthening of our sales cycles, and
reductions in average transaction sizes, and could negatively affect our
customer success and sales and marketing efforts, result in difficulties or
changes to our customer support, or create operational or other challenges, any
of which could harm our business and operating results. Because our products are
offered as subscription-based licenses and a portion of that revenue is
recognized over time, the effect of the pandemic may not be fully reflected in
our operating results until future periods. Further, the COVID-19 pandemic and
its impact on us and the economy has significantly limited our ability to
forecast our future operating results, including our ability to predict revenue
and expense levels, and plan for and model future operating results. Our
competitors could experience similar or different impacts as a result of
COVID-19, which could result in changes to our competitive landscape. While we
have developed and continue to develop plans to help mitigate the negative
impact of the pandemic on our business, these efforts may not be effective and
any protracted economic downturn could significantly affect our business and
operating results. We will continue to evaluate the nature and extent of the
impact of the COVID-19 pandemic to our business. See Part II, Item 1A. Risk
Factors of this Quarterly Report on Form 10-Q for further discussion of the
possible impact of the COVID-19 pandemic on our business.
                                       23
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                              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:
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,      Jun. 30,
                                                              2019          2019          2019          2019          2020          2020
           Customers                                         4,973         5,278         5,613         6,087         6,443         6,714



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 by 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 for each
quarter for the periods indicated:
                                                                                                                                 Three Months Ended
                                                                                 Mar. 31,            Jun. 30,             Sep. 30,             Dec. 31,             Mar. 31,             Jun. 30,
                                                                                   2019                2019                 2019                 2019                 2020                 2020
Dollar-based net expansion rate                                                      134  %               133  %               132  %               130  %               128  %               126  %


                                       24

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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 June 30,                               Six Months Ended June
                                                                                                                                 30,
                                                                 2020                 2019               2020                2019
                                                                                         (in thousands)

Revenue:


Subscription-based software license                       $       34,646           $ 36,841          $  85,390          $   71,649
PCS and services                                                  61,587             45,202            119,674              86,414
Total revenue                                                     96,233             82,043            205,064             158,063
Cost of revenue:
Subscription-based software license                                  946              1,073              2,927               1,848
PCS and services                                                   8,689              8,222             19,755              15,447
Total cost of revenue(1)                                           9,635              9,295             22,682              17,295
Gross profit                                                      86,598             72,748            182,382             140,768
Operating expenses:
Research and development(1)                                       23,256             16,381             49,437              30,453
Sales and marketing(1)                                            57,941             48,185            123,106              86,635
General and administrative(1)                                     23,195             16,470             47,738              36,370
Total operating expenses                                         104,392             81,036            220,281             153,458
Loss from operations                                             (17,794)            (8,288)           (37,899)            (12,690)
Interest expense                                                  (9,496)            (3,098)           (18,799)             (6,084)
Other income, net                                                  4,530                847              2,068               3,676

Loss before provision for (benefit of) income taxes              (22,760)           (10,539)           (54,630)            (15,098)
Provision for (benefit of) income taxes                           12,533             (7,320)            (3,864)            (17,793)
Net income (loss)                                         $      (35,293)          $ (3,219)         $ (50,766)         $    2,695

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


                                                                                                                           Six Months Ended June
                                                                   Three Months Ended June 30,                                      30,
                                                                      2020                 2019             2020                2019
                                                                                             (in thousands)
Cost of revenue                                                $          597           $   410          $  1,033          $      717
Research and development                                                2,992             1,516             6,619               2,355
Sales and marketing                                                     7,610             3,152            12,759               5,351
General and administrative                                              5,724             2,946            10,176               4,936
Total                                                          $       16,923           $ 8,024          $ 30,587          $   13,359



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


                                                                                                                             Six Months Ended
                                                               Three Months Ended June 30,                                       June 30,
                                                               2020                  2019                  2020                 2019
Revenue:
Subscription-based software license                               36.0  %               44.9  %              41.6  %              45.3  %
PCS and services                                                  64.0                  55.1                 58.4                 54.7
Total revenue                                                    100.0                 100.0                100.0                100.0
Cost of revenue:
Subscription-based software license                                1.0                   1.3                  1.4                  1.1
PCS and services                                                   9.0                  10.0                  9.6                  9.8
Total cost of revenue                                             10.0                  11.3                 11.0                 10.9
Gross profit                                                      90.0                  88.7                 89.0                 89.1
Operating expenses:
Research and development                                          24.2                  20.0                 24.1                 19.3
Sales and marketing                                               60.2                  58.7                 60.0                 54.8
General and administrative                                        24.1                  20.1                 23.3                 23.0
Total operating expenses                                         108.5                  98.8                107.4                 97.1
Loss from operations                                             (18.5)                (10.1)               (18.4)                (8.0)
Interest expense                                                  (9.9)                 (3.8)                (9.2)                (3.8)
Other income, net                                                  4.7                   1.0                  1.0                  2.3
Loss before provision for (benefit of) income taxes              (23.7)                (12.9)               (26.6)                (9.5)
Provision for (benefit of) income taxes                           13.0                  (8.9)                (1.9)               (11.3)
Net income (loss)                                                (36.7) %               (4.0) %             (24.7) %               1.8  %


      Comparison of the Three and Six Months Ended June 30, 2020 and 2019
Revenue
                                Three Months Ended                                                                                                  Six Months Ended
                                     June 30,                                                Change                                                     June 30,                            Change
                              2020              2019             Amount               %                 2020               2019                Amount                  %
                                                                                   (in thousands, except percentages)
Subscription-based
software license           $ 34,646          $ 36,841          $ (2,195)              (6.0) %       $  85,390          $  71,649          $       13,741               19.2  %
PCS and services             61,587            45,202            16,385               36.2            119,674             86,414                  33,260               38.5
Total revenue              $ 96,233          $ 82,043          $ 14,190               17.3  %       $ 205,064          $ 158,063          $       47,001               29.7  %


The decrease in subscription-based software license revenue for the three months
ended June 30, 2020 as compared to the three months ended June 30, 2019 was
primarily due to a decrease in sales to new and existing customers and average
transaction size as customers have slowed or delayed purchases due to the impact
of the ongoing COVID-19 pandemic. Although our growth and expansion rates have
decreased during the three months ended June 30, 2020, our total number of
customers increased from 5,278 as of June 30, 2019 to 6,714 as of June 30, 2020,
and our customer base expanded its use of our platform as shown by our
dollar-based net expansion rate of 126%.
The increase in subscription-based software license revenue for the six months
ended June 30, 2020 as compared to the six months ended June 30, 2019 was
primarily from additional sales to existing and new customers during the three
months ended March 31, 2020, prior to the impact of the COVID-19 pandemic noted
above, as our customer base continued to expand its use of our platform. The
increase in our revenue is also related to an increase in the number of
multi-year deals.
                                       26
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PCS and services revenue is primarily recognized ratably over the subscription
term while our subscription-based software license revenue is recognized at a
point in time when the platform is first made available to the customer, or the
beginning of the subscription term, if later. Therefore, despite decreases in
our subscription-based software license revenue for the three months ended June
30, 2020 as compared to June 30, 2019, PCS and services revenue increased during
the same periods due to the ratable recognition of this revenue with respect to
sales to customers in prior periods and the growth in our customer base between
June 30, 2019 and June 30, 2020. Our product pricing was not a significant
driver of the increase in subscription-based software license or PCS and
services revenue for the periods presented.
The disaggregation of revenue by region was as follows (in thousands):
                                 Three Months Ended                                                                                                Six Months Ended
                                      June 30,                                                Change                                                   June 30,                            Change
                               2020              2019             Amount               %                2020               2019                Amount                  %
                                                                                   (in thousands, except percentages)
United States               $ 65,969          $ 57,782          $  8,187              14.2  %       $ 146,504          $ 110,678          $       35,826              32.4  %
International                 30,264            24,261             6,003              24.7             58,560             47,385                  11,175              23.6
Total                       $ 96,233          $ 82,043          $ 14,190              17.3  %       $ 205,064          $ 158,063          $       47,001              29.7  %

Cost of Revenue and Gross Margin



                                Three Months Ended                                                                                              Six Months Ended
                                     June 30,                                               Change                                                  June 30,                            Change
                               2020              2019            Amount              %                2020              2019                Amount                  %
                                                                                 (in thousands, except percentages)
Subscription-based
software license           $     946          $ 1,073          $  (127)             (11.8) %       $  2,927          $  1,848          $       1,079               58.4  %
PCS and services               8,689            8,222              467                5.7            19,755            15,447                  4,308               27.9
Total cost of revenue      $   9,635          $ 9,295          $   340                3.7  %       $ 22,682          $ 17,295          $       5,387               31.1  %
% of revenue                    10.0  %          11.3  %                                               11.0  %           10.9  %
Gross margin                    90.0  %          88.7  %                                               89.0  %           89.1  %



The increase in cost of revenue for the three months ended June 30, 2020 as
compared to the three months ended June 30, 2019 was primarily due to an
increase in employee-related costs, including stock-based compensation, of $0.3
million and an increase in royalty costs of $0.3 million due to increased use of
third-party syndicated data by our customers. These increases were partially
offset by a decrease in amortization of intangible assets of $0.3 million due to
a non-cash impairment charge during the three months ended March 31, 2020
related to certain developed technology assets as a result of our strategic
decision to discontinue further investment and enhancements in the standalone
existing technology.

The increase in cost of revenue for the six months ended June 30, 2020 as
compared to the six months ended June 30, 2019 was primarily due to an increase
in employee-related costs, including stock-based compensation, of $1.6 million,
an increase in royalty costs of $1.0 million, an increase of IT expenses of $0.4
million, an increase in amortization of intangible assets of $0.4 million due to
our acquisition of Clearstory Data, and an increase of $2.0 million due to a
non-cash impairment charge related to certain developed technology assets as a
result of our strategic decision to discontinue further investment and
enhancements in the standalone existing technology.

As of June 30, 2020, we had 99 cost of revenue personnel as compared to 88 as of
June 30, 2019.
Research and Development
                                  Three Months Ended                                                                                             Six Months Ended
                                       June 30,                                              Change                                                  June 30,                            Change
                                2020              2019             Amount              %               2020              2019                Amount                  %
                                                                                   (in thousands, except percentages)
Research and development     $ 23,256          $ 16,381          $ 6,875              42.0  %       $ 49,437          $ 30,453          $       18,984              62.3  %
% of revenue                     24.2  %           20.0  %                                              24.1  %           19.3  %


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The increase in research and development expense for the three months ended June
30, 2020 as compared to the three months ended June 30, 2019 was primarily due
to an increase in employee-related costs, including stock-based compensation, of
$5.0 million due to an increase in headcount partly attributable to the
acquisitions of ClearStory Data and Feature Labs, Inc., or Feature Labs, as well
as additional stock awards provided to employees acquired as part of the
ClearStory Data and Feature Labs acquisitions. In addition, there was an
increase of $1.3 million in information technology and overhead costs to support
the additional headcount.
The increase in research and development expense for the six months ended June
30, 2020 as compared to the six months ended June 30, 2019 was primarily due to
an increase in employee-related costs, including stock-based compensation, of
$14.6 million due to an increase in headcount partly attributable to the
ClearStory Data and Feature Labs acquisitions. The increase in employee-related
costs is also impacted by the timing within the period, and the market in which
the headcount was added, and retention bonuses and stock awards provided to the
employees acquired in the ClearStory Data and Feature Labs acquisitions. In
addition, there was an increase in consulting and outsourced labor of $0.7
million to assist in certain development projects, and an increase of $3.5
million in information technology and overhead costs to support the additional
headcount.
As of June 30, 2020, we had 360 research and development personnel as compared
to 263 as of June 30, 2019.
Sales and Marketing
                               Three Months Ended                                                                                              Six Months Ended
                                    June 30,                                               Change                                                  June 30,                            Change
                             2020              2019             Amount              %                2020              2019                Amount                  %
                                                                                (in thousands, except percentages)
Sales and marketing       $ 57,941          $ 48,185          $ 9,756              20.2  %       $ 123,106          $ 86,635          $       36,471              42.1  %
% of revenue                  60.2  %           58.7  %                                               60.0  %           54.8  %


    The increase in sales and marketing expense for the three months ended June
30, 2020 as compared to the three months ended June 30, 2019 was primarily due
to an increase in employee-related costs, including stock-based compensation, of
$13.0 million due to an increase in headcount, with such amount including the
effect of a decrease in travel and entertainment expense of $3.0 million as a
result of travel restrictions caused by the COVID-19 pandemic, an increase in
consulting and professional fees of $0.4 million as we continued to expand the
reach of our virtual marketing programs, including through the expansion of our
international marketing teams, and an increase of $1.5 million in information
technology and overhead costs to support the additional headcount. These
increases were partially offset by a decrease of $5.6 million in marketing
programs primarily due to the cancellation of our annual Analyticon user
conferences and other in-person marketing events.
The increase in sales and marketing expense for the six months ended June 30,
2020 as compared to the six months ended June 30, 2019 was primarily due to an
increase in employee-related costs, including stock-based compensation, of $33.5
million due to an increase in headcount, an increase in consulting and
professional fees of $1.4 million as we continued to expand the reach of our
virtual marketing programs, and an increase of $4.2 million in information
technology and overhead costs to support the additional headcount. These
increases were partially offset by a decrease of $3.2 million in marketing
programs primarily due to the cancellation of our annual Analyticon user
conferences and other in-person marketing events, with such decrease partially
offset in part by an increase in our digital marketing programs.
As of June 30, 2020, we had 812 sales and marketing personnel as compared to 546
as of June 30, 2019.
General and Administrative

                                    Three Months Ended                                                                                             Six Months Ended
                                         June 30,                                              Change                                                  June 30,                            Change
                                  2020              2019             Amount              %               2020              2019                Amount                  %
                                                                                     (in thousands, except percentages)
General and administrative     $ 23,195          $ 16,470          $ 6,725              40.8  %       $ 47,738          $ 36,370          $       11,368              31.3  %
% of revenue                       24.1  %           20.1  %                                              23.3  %           23.0  %


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The increase in general and administrative expense for the three months ended
June 30, 2020 as compared to the three months ended June 30, 2019 was primarily
due to an increase in employee-related costs, including stock-based
compensation, of $5.2 million due to an increase in headcount, an increase of
$0.5 million in consulting and professional fees, and an increase of $0.6
million in information technology and overhead costs to support the additional
headcount.
The increase in general and administrative expense for the six months ended June
30, 2020 as compared to the six months ended June 30, 2019 was primarily due to
an increase in employee-related costs, including stock-based compensation, of
$12.3 million due to an increase in headcount, an increase of $0.9 million in
allowance for doubtful accounts and credit losses, primarily related to the
additional expected credit losses associated with the anticipated impact of
COVID-19, and an increase of $1.2 million in information technology and overhead
costs to support the additional headcount. These increases were partially offset
by a decrease of $3.8 million in consulting and professional fees due to the
completion of scheduled infrastructure projects as of December 31, 2019 and
additional costs incurred due to the implementation of certain new accounting
standards and our change in independent registered public accounting firm during
the six months ended June 30, 2019.
As of June 30, 2020, we had 244 general and administrative personnel as compared
to 179 as of June 30, 2019.
    Interest Expense
                             Three Months Ended                                                                                              Six Months Ended
                                  June 30,                                               Change                                                  June 30,                           Change
                           2020              2019             Amount              %                2020              2019                Amount                 %
                                                                              (in thousands, except percentages)
Interest expense        $ (9,496)         $ (3,098)         $ (6,398)             207  %       $ (18,799)         $ (6,084)         $      (12,715)             209  %


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. The increase in interest expense is due to the issuance of the
2024 & 2026 Notes, resulting in higher aggregate interest expense in the three
and six months ended June 30, 2020 as compared to the three and six months ended
June 30, 2019.
    Other Income, Net
                             Three Months Ended                                                                                      Six Months Ended
                                  June 30,                                             Change                                            June 30,                        Change
                            2020              2019            Amount             %              2020             2019             Amount              %
                                                                        (in thousands, except percentages)
Other income, net      $    4,530           $  847          $ 3,683          *               $ 2,068          $ 3,676          $  (1,608)         *


*   Not meaningful


Other income, 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 income, net for the three months ended June
30, 2020 as compared to the three months ended June 30, 2019 was primarily
attributable to an increase in gains on foreign currency remeasurement,
primarily related to intercompany loans, due to the strengthening of foreign
currencies relative to the U.S. dollar from March 31, 2020 and 2019,
respectively, in addition to an increase in interest income due to an increase
in balances of available-for-sale securities.
The decrease in other income, net for the six months ended June 30, 2020 as
compared to the six months ended June 30, 2019 was primarily attributable to an
increase in losses on foreign currency remeasurement, primarily related to
intercompany loans, due to the weakening of foreign currencies relative to the
U.S. dollar from December 31, 2019 and 2018, respectively, offset in part by an
increase in interest income due to an increase in balances of available-for-sale
securities.
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Provision for (Benefit of) Income Taxes


                           Three Months Ended                                                                                          Six Months Ended
                                June 30,                                              Change                                               June 30,                        Change
                         2020              2019             Amount              %              2020               2019              Amount              %
                                                                        (in thousands, except percentages)
Provision for
(benefit of) income
taxes                 $ 12,533          $ (7,320)         $ 19,853                  *       $ (3,864)         $ (17,793)         $  13,929                  *


*   Not meaningful


The increase in provision for income taxes for the three months ended June 30,
2020 as compared to the three months ended June 30, 2019 was primarily due to a
$15.6 million impact from establishing a valuation allowance against our U.S.
deferred tax assets, and the reversal of discrete tax benefits related to excess
tax deductions from exercises of stock options and RSU settlements because of
the valuation allowance established, during the three months ended June 30,
2020, and a $4.6 million reduction of discrete tax benefits related to excess
tax deductions from exercises of stock options and RSU settlements recognized
during the three months ended June 30, 2019.
The decrease in benefit of income taxes for the six months ended June 30, 2020
as compared to the six months ended June 30, 2019 was primarily due to a $14.8
million impact from establishing a valuation allowance against our U.S. deferred
tax assets and the reversal of discrete tax benefits related to excess tax
deductions from exercises of stock options and RSU settlements because of the
valuation allowance established during the six months ended June 30, 2020.
                        Liquidity and Capital Resources
We had $974.4 million and $974.9 million of cash and cash equivalents and
short-term and long-term investments in marketable securities as of June 30,
2020 and December 31, 2019, respectively.
Our principal uses of cash are funding our operations and other working capital
requirements.
We believe that our existing cash and cash equivalents and short-term
investments and any positive cash flows from operations will be sufficient to
support our working capital and capital expenditure requirements for at least
the next 12 months. 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 when desired, our business, operating results, and financial
condition could be adversely affected.
We also believe that our current financial resources will allow us to manage the
anticipated impact of COVID-19 on our business operations for the foreseeable
future, which could include reductions in revenue and delays in payments from
customers and partners. The challenges posed by COVID-19 on our business are
expected to evolve over time. Consequently, we will continue to evaluate our
financial position in light of future developments, particularly those relating
to COVID-19. In addition to the uncertainties caused by COVID-19, our future
capital requirements and the adequacy of available funds will depend on many
factors, including the rate of our revenue growth, the timing and extent of our
spending on research and development efforts and other business initiatives, the
expansion of our sales and marketing activities, the timing of new product and
service introductions, market acceptance of our platform, and overall economic
conditions.
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Cash Flows
The following table sets forth cash flows for the periods indicated:
                                                                       Six Months Ended June 30,
                                                                       2020                  2019
                                                                            (in thousands)
Net cash provided by operating activities                        $      6,614           $     6,673
Net cash provided by (used in) investing activities                  (288,085)                  104
Net cash provided by financing activities                                 162                11,579


Operating Activities
Net cash provided by operating activities was $6.6 million for the six months
ended June 30, 2020. Net cash provided by operating activities primarily
reflected a net loss of $50.8 million, offset by net non-cash activity of $57.5
million and a change in operating assets and liabilities of $0.1 million.
Net cash provided by operating activities was $6.7 million for the six months
ended June 30, 2019. Net cash provided by operating activities primarily
reflected net income of $2.7 million and net non-cash activity of $4.9 million,
offset by a change in operating assets and liabilities of $0.9 million.
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 six months ended June 30, 2019
and 2020 compared to the year ended December 31, 2018 and 2019, respectively.
These decreases were offset in part by a decrease to accrued payroll and
payroll-related liability balances and a net increase in deferred commission,
contract asset, and deferred revenue 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 six months ended June 30, 2020 was
$288.1 million, consisting of $277.7 million of purchases of investments, net of
maturities and sales, and $10.4 million of purchases of property and equipment.
Net cash provided by investing activities for the six months ended June 30, 2019
was $0.1 million, consisting primarily of $20.3 million of net maturities and
sales of marketable securities, offset in part by $16.6 million in net cash paid
in connection with our acquisition of ClearStory Data.
Financing Activities
Net cash provided by financing activities for the six months ended June 30, 2020
was $0.2 million, consisting primarily of proceeds from stock option exercises
of $14.8 million, offset by the minimum tax withholding paid on behalf of
employees for RSU settlements of $14.1 million.
Net cash provided by financing activities for the six months ended June 30, 2019
was $11.6 million, consisting primarily of proceeds from stock option exercises
and taxes withheld of $13.2 million, and proceeds of $4.9 million from the
disgorgement by a stockholder of certain profits under Section 16(b) of the
Securities Exchange Act of 1934, as amended, or the Exchange Act. This was
offset in part by the minimum tax withholding paid on behalf of employees for
RSU settlements of $5.3 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.

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                    Contractual Obligations and Commitments
There were no material changes in our contractual obligations and commitments
during the six months ended June 30, 2020 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.
                         Off-Balance Sheet Arrangements

As of June 30, 2020, we did not have any relationships with unconsolidated entities or financial partnerships, such as structured finance or special purpose entities, which would have been established for the purpose of facilitating off-balance sheet arrangements.


                   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 other than the changes to our significant accounting policies
discussed in Note 2, Significant Accounting Policies, of the notes to our
condensed consolidated financial statements in Part I, Item 1 of this Quarterly
Report on Form 10-Q.
                        Recent Accounting Pronouncements
See Note 2, Significant Accounting Policies, of the notes to our condensed
consolidated financial statements in Part I, Item 1 of this Quarterly Report on
Form 10-Q for a description of recent accounting pronouncements.
Item 3. Quantitative and Qualitative Disclosures about Market Risk.
Foreign Currency Exchange Risk
Due to our international operations, we have foreign currency risks related to
revenue and operating expenses denominated in currencies other than the U.S.
dollar, primarily the British Pound and Euro. Our sales contracts are primarily
denominated in the local currency of the customer making the purchase. In
addition, a portion of our operating expenses are incurred outside the United
States and are denominated in foreign currencies where our operations are
located. We are also exposed to certain foreign exchange rate risks related to
our foreign subsidiaries, including as a result of intercompany loans
denominated in non-functional currencies. Increases in the relative value of the
U.S. dollar to other currencies may negatively affect revenue and other
operating results as expressed in U.S. dollars. We do not believe that an
immediate 10% increase or decrease in the relative value of the U.S. dollar to
other currencies would have a material effect on our operating results.
We have experienced and will continue to experience fluctuations in net income
(loss) as a result of transaction gains or losses related to remeasuring certain
asset and liability balances that are denominated in currencies other than the
functional currency of the entities in which they are recorded. Volatile market
conditions arising from the COVID-19 pandemic may result in significant changes
in exchange rates, and, in particular, a weakening of foreign currencies
relative to the U.S. dollar may negatively affect our revenue and net income
(loss) as expressed in U.S. dollars. To date, we have not entered into
derivatives or hedging transactions, as our exposure to foreign currency
exchange rates has historically been partially hedged by our U.S. dollar
denominated inflows covering our U.S. dollar denominated expenses and our
foreign currency denominated inflows covering our foreign currency denominated
expenses. However, we may enter into derivative or hedging transactions in the
future if our exposure to foreign currency should become more significant.
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Interest Rate and Market Risk
We had cash and cash equivalents and short-term and long-term investments of
$974.4 million as of June 30, 2020. The primary objective of our investment
activities is the preservation of capital, and we do not enter into investments
for trading or speculative purposes. A hypothetical 10% increase in interest
rates during the six months ended June 30, 2020 would not have had a material
impact on our condensed consolidated financial statements. We do not have
material exposure to market risk with respect to short-term and long-term
investments, as any investments we enter into are primarily highly liquid
investments.
Each series of our Notes bear a fixed interest rate, and therefore, are not
subject to interest rate risk. We have not utilized derivative financial
instruments, derivative commodity instruments or other market risk sensitive
instruments, positions or transactions in any material fashion, except for the
privately negotiated capped call transactions entered into in May and June 2018
related to the issuance of our 2023 Notes and August 2019 related to the
issuance of our 2024 & 2026 Notes.
Inflation Risk
We do not believe that inflation has had a material effect on our business,
financial condition, or operating results.
Item 4. Controls and Procedures.
Evaluation of Disclosure Controls and Procedures
Our management, with the participation of our Chief Executive Officer and Chief
Financial Officer, evaluated the effectiveness of our disclosure controls and
procedures as defined in Rules 13a-15(e) and 15d-15(e) under the Exchange Act as
of June 30, 2020. Our disclosure controls and procedures are designed to provide
reasonable assurance that information we are required to disclose in the reports
we file or submit under the Exchange Act is accumulated and communicated to our
management, including our Chief Executive Officer and Chief Financial Officer,
as appropriate to allow timely decisions regarding required disclosures, and is
recorded, processed, summarized, and reported within the time periods specified
in the SEC's rules and forms. Based on this evaluation, our Chief Executive
Officer and Chief Financial Officer concluded as of June 30, 2020 that our
disclosure controls and procedures were effective at the reasonable assurance
level.
Changes in Internal Control over Financial Reporting
We continue to monitor the effect of the COVID-19 pandemic on our internal
controls to minimize the impact on their design and operating effectiveness.
There was no change in our internal control over financial reporting that
occurred during the quarter ended June 30, 2020 that has materially affected, or
is reasonably likely to materially affect, our internal control over financial
reporting.
Limitations on the Effectiveness of Disclosure Controls and Procedures
Our management, including our Chief Executive Officer and Chief Financial
Officer, does not expect that our disclosure controls and procedures or internal
control over financial reporting will prevent all errors and all fraud. A
control system, no matter how well designed and implemented, can provide only
reasonable, not absolute, assurance that the control system's objectives will be
met. Further, the design of a control system must reflect the fact that there
are resource constraints and the benefits of controls must be considered
relative to their costs. Because of the inherent limitations in all control
systems, no evaluation of controls can provide absolute assurance that all
control issues within a company are detected. The inherent limitations include
the realities that judgments in decision-making can be faulty and that
breakdowns can occur because of simple errors or mistakes. Controls can also be
circumvented by the individual acts of some persons, by collusion of two or more
people, or by management override of the controls. Because of the inherent
limitations in a cost-effective control system, misstatements due to error or
fraud may occur and may not be detected. Also, projections of any evaluation of
effectiveness to future periods are subject to the risk that controls may become
inadequate because of changes in conditions or that the degree of compliance
with the policies or procedures may deteriorate.
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