The following discussion of the results of operations and financial condition of
Ouster, Inc. ("we," "us," "our," the "Company," "Ouster") should be read in
conjunction with the information set forth in Ouster's condensed consolidated
financial statements and the notes thereto included elsewhere in this Form 10-Q,
as well as Ouster's audited consolidated financial statements and the
"Management's Discussion and Analysis of Financial Condition and Results of
Operations" in Ouster's final prospectus dated and filed with the Securities and
Exchange Commission ("SEC") on August 19, 2021. This discussion may contain
forward-looking statements based upon current expectations that involve risks
and uncertainties. Ouster's actual results may differ materially from those
anticipated in these forward-looking statements as a result of various factors,
including those set forth in the section titled "Risk Factors" in Ouster's final
prospectus dated and filed with the SEC on August 19, 2021.
On December 21, 2020, Ouster Technologies, Inc. ("OTI", prior to the Merger,
named Ouster, Inc.) entered into an Agreement and Plan of Merger (the "Merger
Agreement") with Colonnade Acquisition Corp., a Cayman Islands exempted company
("CLA"), and Beam Merger Sub, Inc. ("Merger Sub"), a Delaware corporation and
subsidiary of CLA. OTI's and CLA's board of directors unanimously approved OTI's
entry into the Merger Agreement, and on March 11, 2021, the transactions
contemplated by the Merger Agreement were consummated (all such transactions,
the "Merger"), as further described below.
Unless the context otherwise requires, references in this subsection to "we",
"our" and "the Company" refer to the business and operations of OTI (formerly
known as Ouster, Inc.) and its consolidated subsidiaries prior to the Merger and
to Ouster, Inc. (formerly known as Colonnade Acquisition Corp.) and its
consolidated subsidiaries following the consummation of the Merger.
Overview
We are a leading provider of high-resolution digital lidar sensors that offer
advanced 3D vision to machinery, vehicles, robots, and fixed infrastructure
assets, allowing each to understand and visualize the surrounding world and
ultimately enabling safe operation and autonomy. We design and manufacture
digital lidar sensors that we believe are the highest-performing, lowest-cost
lidar solutions available today across each of our four target markets:
industrial automation; smart infrastructure; robotics; and automotive. We
shipped sensors to approximately 600 customers in the twelve months ended
September 30, 2021.
Our digital lidar sensors leverage a simplified architecture based on two
semiconductor chips and are backed by a suite of patent-protected technology. We
have invested heavily in patents since our inception, pursuing comprehensive
coverage of invention families and use cases, with broad international coverage.
We believe that our extensive patent coverage creates material barriers to entry
for anyone aiming to compete in the digital lidar space.
Our product offering today includes three models of sensors in our OS product
line: the ultra-wide field of view OS0, the mid-range OS1, and the long-range
OS2. In January 2020 we released new models in our OS product line, increasing
the resolution of our OS1 model and introducing the OS0 and OS2 models. Within
our OS sensor models, we offer numerous customization options, all enabled by
embedded software. For each of our three models in the OS product line, we offer
resolution options of 128 lines vertically ("channels"), 64 channels, or 32
channels, as well as many beam spacing options. We are currently developing our
solid-state ES product line, which, when released, will consist of the
long-range ES2 sensor.
We believe the simplicity of our digital lidar design gives us a meaningful
advantage in costs related to manufacturing, supply chain and production yields.
The same digital lidar architecture underpins our entire product portfolio which
we believe drives economies of scale in our supply chains and speeds time to
market. With virtually unlimited software-defined products driving low-cost
customization, we are able to increase stock keeping units ("SKUs") for
industry-specific applications, expanding our product offering with minimal
manufacturing or inventory changes. We currently have over 75 different
software-defined product SKUs, all based on this common architecture and shared
core componentry. Additionally, we are successfully expanding our manufacturing
capacity by outsourcing to our manufacturing partner, Benchmark Electronics,
Inc. ("Benchmark"). Benchmark manufactures our products at its facility in
Thailand, which we expect will reduce our product costs and allow us to rapidly
scale production to meet our anticipated product demand. Based on cost quotes
for our products in mass production, we believe our manufacturing costs to be
lower than certain of our competitors, and we expect our manufacturing costs per
unit to decrease further with higher volumes.

We have won and are actively negotiating a number of additional, multi-year
sales contracts which includes our Strategic Customer Agreements ("SCAs") which
establish a multi-year purchase and supply framework for Ouster and the
customer, and include details about customer programs and applications where the
customer intends to use Ouster products. SCAs also include multi-year
non-binding customer forecasts (typically of three to five years in length)
giving Ouster visibility to the customer's
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long-term purchasing requirements, mutually agreed upon pricing over the
duration of the agreement, and, in certain cases, include multi-year binding
purchase commitments.
We founded Ouster in 2015 with the invention of our high-performance digital
lidar. Since then, we have grown to approximately 200 employees serving
approximately 600 customers globally in the twelve months ended September 30,
2021. To continue to grow our business in the coming years, we have expanded and
plan to continue to expand our sales and marketing efforts and our software
development capabilities, and to accelerate sensor development efforts. We are
headquartered in San Francisco, CA.
Merger Agreement with Colonnade Acquisition Corp. and Beam Merger Sub, Inc.
On December 21, 2020, OTI entered into the Merger Agreement with CLA, and Merger
Sub, a subsidiary of CLA. OTI's and CLA's board of directors unanimously
approved OTI's entry into the Merger Agreement, and on March 11, 2021, the
transactions contemplated by the Merger Agreement were consummated. Pursuant to
the terms of the Merger Agreement, (i) CLA domesticated as a corporation
incorporated under the laws of the State of Delaware (the "Domestication") and
changed its name to "Ouster, Inc." (with CLA after such domestication and the
other transactions pursuant to the Merger Agreement being referred to as the
"Company") and (ii) Merger Sub merged with and into OTI (the "Merger"), with OTI
surviving the Merger.
As a result of and upon the effective time of the Domestication, among other
things, (1) each of the then issued and outstanding 5,000,000 CLA Class B
ordinary shares, par value $0.0001 per share, of CLA (the "CLA Class B ordinary
shares") converted automatically, on a one-for-one basis, into a CLA Class A
ordinary share (as defined below), (2) immediately following the conversion
described in clause (1), each of the then issued and outstanding 25,000,000
Class A ordinary shares, par value $0.0001 per share, of CLA (the "CLA Class A
ordinary shares"), converted automatically, on a one-for-one basis, into a share
of common stock, par value $0.0001 per share, of Ouster (the "Ouster common
stock"), (3) each of the then issued and outstanding 10,000,000 redeemable
warrants of CLA (the "CLA warrants") converted automatically into a redeemable
warrant to purchase one share of Ouster common stock (the "Public warrants")
pursuant to the Warrant Agreement, dated August 20, 2020 (the "Warrant
Agreement"), between CLA and Continental Stock Transfer & Trust Company
("Continental"), as warrant agent, and (4) each of the then issued and
outstanding units of CLA that had not been previously separated into the
underlying CLA Class A ordinary shares and underlying CLA warrants upon the
request of the holder thereof (the "CLA units"), were cancelled and entitled the
holder thereof to one share of Ouster common stock and one-half of one Public
warrant, and (5) each of the then issued and outstanding 6,000,000 private
placement warrants of CLA (the "Private Placement warrants") converted
automatically into a Public warrant pursuant to the Warrant Agreement. No
fractional Public warrants were issued upon separation of the CLA units.
Immediately prior to the effective time of the Merger, (1) each share of OTI's
Series B Preferred Stock, par value $0.00001 per share (the "OTI Preferred
Stock"), converted into one share of common stock, par value $0.00001 per share,
of OTI (the "OTI common stock" and, together with OTI Preferred Stock, the "OTI
Capital Stock") (such conversion, the "OTI Preferred Conversion") and (2) all of
the outstanding warrants to purchase shares of OTI Capital Stock were exercised
in full or terminated in accordance with their respective terms (the "OTI
Warrant Settlement").
As a result of and upon the closing of the Merger, among other things, all
shares of OTI Capital Stock (after giving effect to the OTI Warrant Settlement)
outstanding immediately prior to the closing of the Merger together with shares
of OTI common stock reserved in respect of options to purchase shares of OTI
common stock and restricted shares of OTI common stock (together, the "OTI
Awards") outstanding immediately prior to the closing of the Merger that were
converted into awards based on Ouster common stock, were cancelled in exchange
for the right to receive, or the reservation of, an aggregate of 150,000,000
shares of Ouster common stock (at a deemed value of $10.00 per share), which, in
the case of OTI Awards, were shares underlying awards based on Ouster common
stock, representing a fully-diluted pre-transaction. Upon the closing of the
Merger, the Company received gross proceeds of $299.9 million from the Merger
and private offering, offset by $8.5 million of pre-merger costs relating to CLA
and offering costs of $26.6 million.

Sense Acquisition



On October 5, 2021, we announced our intent to acquire privately held Sense
Photonics, Inc. ("Sense"), a lidar technology company for autonomous vehicles.
On October 22, 2021, we completed the acquisition of Sense and formally
established Ouster Automotive, a new functional division of the Company focusing
on driving mass-market adoption of digital lidar in consumer and commercial
vehicles. Under the terms of the merger agreement, we acquired 100% of Sense and
all of its property for approximately 10 million shares of Ouster common stock
or approximately $63 million in equity value based on the closing price of $6.55
per share as of the day the transaction closed on October 22, 2021, inclusive of
0.8 million shares
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underlying assumed options, after closing adjustments. This acquisition is
expected to help Ouster expand its presence in the automotive vertical by
executing on our hiring goals and product roadmap on a faster timeline.
COVID-19 Impact
Throughout 2020 and the nine months ended September 30, 2021, the worldwide
spread of the pandemic caused by the novel coronavirus ("COVID-19") and the
measures intended to contain the spread of COVID-19, including variants, have
resulted in a global slowdown of economic activity and caused disruptions to our
business. In particular, our headquarters are based in the San Francisco Bay
Area, which has been subject to ongoing government measures and orders such as
quarantines and social distancing. During the second and third quarters of 2020
we slowed our operating and capital spending with the expectation that our
revenue and ability to raise capital would be impacted by the global pandemic.
We believe that our overall growth rate during 2020 and through the third
quarter ended September 30, 2021 was negatively impacted by the pandemic due in
part to pandemic related supply chain issues, though, despite this impact, we
were able to continue to grow our sales during 2021 and estimate that in the
long-term the pandemic will act as a catalyst for wider adoption of automation
and lidar technology.
As a San Francisco Bay Area based company, we were affected by the "shelter in
place" order in the first and second quarter of 2020. While the majority of our
employees were able to work remotely, some employees, especially manufacturing
employees, were not able to work from home. The "shelter in place" order delayed
order fulfillment and revenue recognition during the first and second quarters
of 2020. We continued to pay employees during the "shelter in place" order
whether or not they were able to work. Manufacturing and order fulfillment
employees were able to return to work in the second quarter of 2020; however,
the number of employees allowed on premises at one time was greatly reduced as a
result of the California reduced capacity mandates, which also affected our
ability to fulfill orders and recognize revenue. Some essential employees were
paid hazard pay, and the hazard pay combined with underutilized employee pay
increased our employee overhead and decreased gross margins in the first and
second quarter of 2020. Manufacturing employees continued to work in a reduced
capacity at our San Francisco facility until the second quarter of 2021. We have
moved a large portion of our manufacturing to our contract manufacturer in
Thailand, which allowed us to satisfy demand for our digital lidar sensors in
the first two quarters of 2021 and consequently allowing us to increase our year
over year revenue.
Our suppliers are located worldwide, and some of our key suppliers have been
affected by the pandemic resulting in supply chain disruptions. We have
experienced and continue to experience some unfavorable purchase price variance
and situational expedite fees in order to meet production and delivery
timelines. While we may see additional or new pressures on our supply chain both
related and unrelated to the pandemic, we are actively taking steps to mitigate
the impact of the materials shortages on our business.
While we experienced quarter-over-quarter increases in revenue in 2020 and the
first nine months of 2021, some customers have delayed orders and production
schedules due to COVID-19. The pandemic continues to evolve, and the full extent
to which the COVID-19 pandemic will directly or indirectly impact our business,
results of operations and financial condition, including sales, expenses,
reserves and allowances, manufacturing, research and development costs and
personnel-related costs, will depend on future developments that are highly
uncertain, including new information that may emerge concerning COVID-19 and the
actions taken to contain, prevent or treat COVID-19, rate and success of
vaccination efforts, vaccine hesitancy, any resurgence of the pandemic in areas
where we, Benchmark or our suppliers operate, and the economic impact on local,
regional, national and international customers and markets.
Going forward, the situation remains uncertain, rapidly changing and hard to
predict, and the COVID-19 pandemic may have a material negative impact on our
future results.
Factors Affecting Our Performance
Supply Chain Continuity. A recent surge in demand for electronics containing
semiconductor chips and stockpiling of chips by certain companies has created
disruptions in the supply chain, resulting in a global chip shortage impacting
our industry. Some chip manufacturers are estimating this supply shortage may
continue into 2022. These chip manufacturers are working to increase capacity in
the future, and we are managing our inventory and working closely with our
regular suppliers and customers to minimize the potential impacts of any supply
shortages including by securing additional inventory. While we do not expect the
shortage to have a material near-term impact on our ability to meet existing
demand for our current products, the shortage has adversely impacted our gross
margins for the nine months ended September 30, 2021 and may continue to do so.
We anticipate fluctuation in our cost of goods sold over the next 12-18 months
as a result of ongoing supply chain constraints. These constraints have caused
and may in the future cause us to implement certain temporary price surcharges.
Over time, we expect our overall average selling prices to decline as our volume
increases. If our mitigating efforts are not
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successful or the shortage continues or worsens in ways we did not anticipate,
our ability to supply or improve our current products as well as our development
and rollout of future products could also be adversely affected.

Commercialization of Lidar Applications. We believe that lidar is approaching
its inflection point of adoption across our target end market applications, and
that we are well-positioned to capitalize on this market adoption. However, as
our customers continue research and development projects to commercialize
semi-autonomous solutions that rely on lidar technology, it is difficult to
estimate the timing of ultimate end market and customer adoption. As a result,
we expect that our results of operations, including revenue and gross margins,
will fluctuate on a quarterly and annual basis for the foreseeable future. As
the market for lidar solutions matures and more customers reach a
commercialization phase with solutions that rely on our technology, the
fluctuations in our operating results may become less pronounced. Nonetheless,
our revenue may not grow as we expect unless and until more customers
commercialize their products and lidar technology becomes more prevalent across
our target end markets.
Number of Customers in Production. For certain strategic customers and markets,
our products must be integrated into a broader platform, which then must be
tested, validated, and achieve system-level performance and reliability
thresholds that enable commercial production and sales. The time necessary to
reach commercial production varies from six months to seven years, based on the
market and application. For example, the production cycle in the automotive
market tends to be substantially longer than in our other target markets,
including industrial automation, smart infrastructure and robotics. It is
critical to our future success in each of our target end markets that our
customers reach commercial production and sales and that they select our
products in their commercial production applications. Because the timelines to
reach production vary significantly and the revenue generated by each customer
in connection with commercial production and sales is unpredictable, it is
difficult for us to reliably predict our financial performance.
Customers' Sales Volumes. Our customer base is diversified and we will continue
to penetrate into diverse end markets to increase our sales volumes. Ultimately
widespread adoption of our customers' products that incorporate our lidar
solutions will depend on many factors, including the size of our customers' end
markets, end market penetration of our customer's products that incorporate our
digital lidar solutions, our end customers' ability to sell their products, and
the financial stability and reputation of the customers. We believe our sales
volume by customer depends on the end market demand for our customers' products
that incorporate our digital lidar solutions as well as our ability to grow our
sales force.
Average Selling Prices ("ASPs"), Product Costs and Margins. Our product costs
and gross margins depend largely on the volumes of sensors sold and the number
and variety of solutions we provide to our customers. We expect that our selling
prices will vary by target end market and application due to market-specific
supply and demand dynamics. We expect to continue to experience some downward
pressure on margins from signing anticipated large multi-year agreements
(including our SCAs) in the near term with multi-year negotiated pricing, as
well as supply chain constraints discussed above. We expect these
customer-specific selling price fluctuations combined with our volume-driven
product costs may drive fluctuations in revenue and gross margins on a quarterly
basis. However, notwithstanding any short-term price surcharge on our products,
we expect that over time our volume-driven product costs will lead to gross
margin improvement as our sales volume increases.
Competition. Lidar is an emerging market, and there are competitors for the
growing market. This has created downward pressure on our ASPs, particularly in
the Asia and Pacific region. We expect this pressure to continue to push our
ASPs lower in the coming years. However, we believe that because of our
complementary metal-oxide-semiconductor, "CMOS", digital lidar technology, we
are in the position to scale more rapidly than our analog competitors and
leverage our scale to deliver positive gross margins.
Continued Investment and Innovation. We believe that we are a leading digital
lidar provider. Our financial performance is significantly dependent on our
ability to maintain this leading position which is further dependent on the
investments we make in research and development. We believe it is essential that
we continue to identify and respond to rapidly evolving customer requirements,
including successfully realizing our product roadmap. If we fail to continue our
innovation, our market position and revenue may be adversely affected, and our
investments in that area will not be recovered.
Market Trends and Uncertainties. We anticipate robust demand for our digital
lidar solution. We estimate a multibillion dollar total addressable market
("TAM") for our solutions in the near future. We define our TAM as automation
applications in the industrial, smart infrastructure, robotics and automotive
end markets where we actively engage and maintain customer relationships. Each
of our target markets is potentially a significant global opportunity, and these
markets have historically been underserved by limited or inferior technology or
not served at all. We believe we are well positioned in our market as a leading
provider of high-resolution digital lidar sensors.
Although increasing adoption of semi-autonomous solutions that rely on lidar
technology may generate higher demand, we may not be able to take advantage of
demand if we are unable to anticipate regulatory changes and adapt quickly
enough to
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meet such new regulatory standards or requirements applicable to us or to our
customers' products in which our digital lidar sensors are used. Market
acceptance of semi-autonomous solutions and active safety technology depend upon
many factors, including cost, performance, safety performance, regulatory
requirements and international taxes or tariffs related to such technologies.
These factors may impact the ultimate market acceptance of our lidar technology.

International Expansion. We view international expansion as an important element
of our strategy to increase revenue and achieve profitability. We continue to
position ourselves in geographic markets that we expect to serve as important
sources of future growth. We have an existing presence in three regions: North
and South America; Asia and Pacific; and Europe, Middle East and Africa. We
intend to expand our presence in these regions over time including through
distribution partnerships. Expanded global reach will require continued
investment and may expose us to additional foreign currency risk, international
taxes and tariffs, legal obligations and additional operational costs, risks and
challenges that may impact our ability to meet our projected sales volumes,
revenue and gross margins.
Components of Results of Operations
Revenue
The majority of our revenue comes from the sale of our digital lidar sensors and
accessories both directly to end users and through distributors both
domestically and internationally. We recognize revenue from product sales when
the performance obligation of transferring control of the product to the
customer has been met, generally when the product is shipped. The company also
recognizes revenue by performing services related to product development and
validation, and shipping; however, we do not expect product development and
validation and license and services to be material components of revenue, cost
of revenue or gross margin in the foreseeable future. Performance obligations
related to services are generally recognized over time, based on cost-to-cost
input basis or straight-line over time. Amounts billed to customers related to
shipping and handling are classified as revenue, and we have elected to
recognize the cost of shipping activities that occur after control has
transferred to the customer as a fulfillment cost rather than a separate
performance obligation. All related costs are accrued and recognized within cost
of revenue when the related revenue is recognized.
Most of our customers are currently in the evaluation or early R&D stage with
our products. Currently, our product revenue consists of both customers ordering
small volumes of our products that are in an evaluation phase and customers that
order larger volumes of our products and have more predictable long-term
production schedules. However, we are still at the very beginning of the lidar
adoption curve, and some customers are still learning their ramp rates which can
impact the timing of purchase orders quarter to quarter. As we grow our business
we expect to improve predictability into our customers' needs and timelines, and
expect the timing of orders will have a less notable impact on our quarterly
results. Over the coming years, as more of our customers move into their
respective production phases, we expect the majority of our product revenue to
shift to larger volume orders based on predictable production schedules. We also
expect more of our revenue to come from international customers, and anticipate
that our sales from regions outside of North and South America will grow over
the long-term to approximately two-thirds of our total revenue.
Cost of Revenue
Cost of revenue consists of the manufacturing cost of our digital lidar sensors,
which primarily consists of sensor components, personnel-related costs directly
associated with our manufacturing organization, and amounts paid to our
third-party contract manufacturer and vendors. Our cost of revenue also includes
depreciation of manufacturing equipment, an allocated portion of overhead,
facility and IT costs, stock-based compensation for manufacturing personnel,
reserves for estimated warranty expenses, excess and obsolete inventory and
shipping costs.
Gross Profit and Gross Margin
Our gross profit equals total revenues less our total cost of revenues, and our
gross margin is our gross profit expressed as a percentage of total revenue. We
experienced negative gross margins from the fourth quarter of 2018 until we
turned gross margin positive during 2020 primarily due to increased unit volumes
which improved our ability to absorb fixed costs and lowered material costs by
increasing our buying power and a shift to outsourced mass production of our
sensors to Benchmark, who has leverage for greater volume discounts and lower
overhead costs. Subject to quarterly fluctuations and volatility, we expect
actual costs to improve as we manufacture higher unit volumes of sensors and a
greater portion of our sensors are produced by our contract manufacturer in
Thailand.
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Operating Expenses
Research and Development Expenses
Research and development ("R&D") activities are primarily conducted at our San
Francisco based headquarters and consist of the following activities:
•Design, prototyping, and testing of proprietary electrical, optical, and
mechanical subsystems for our digital lidar products;
•Robust testing for industrial and autonomous vehicle safety certifications;
•Development of new products and enhancements to existing products in response
to customer requirements including firmware development and software development
of lidar integration products;
•Custom system-on-a-chip ("SoC") design for Ouster's digital lidar products; and
•Development of custom manufacturing equipment.
R&D expenses consist of personnel-related expenses, including salaries,
benefits, and stock-based compensation, for all personnel directly involved in
R&D activities, third-party engineering and contractor costs, and prototype
expenses.
R&D costs are expensed as they are incurred. Our investment in R&D will continue
to grow as we invest in new lidar technology and related software. Our absolute
amount of R&D expense will grow over time; however, we expect R&D as a
percentage of revenue to decrease annually as our business grows.
Sales and Marketing Expenses
Our business development, customer support and marketing teams are located in
offices worldwide. Selling and marketing expenses consist of personnel-related
expenses, including salaries, benefits, and stock-based compensation, for all
personnel directly involved in business development, customer support, and
marketing activities, and marketing expenses including trade shows, advertising,
and demonstration equipment. Our investment in sales and marketing will continue
to grow as we continue to expand our sales team globally, and our absolute
amount of sales and marketing expenses will grow over time. We expect sales and
marketing spend as a percentage of revenue to decrease over time as our business
grows.
General and Administrative Expenses
General and administrative expenses consist of personnel-related expenses,
including salaries, benefits, and stock-based compensation, of our executives
and members of the board of directors, finance, human resource, IT, and legal
departments as well as fees related to legal fees, patent prosecution,
accounting, finance and professional services as well as insurance, and bank
fees. Our absolute amount of general and administrative expense will grow over
time; however, we expect the general and administrative spend as a percentage of
revenue to decrease annually as our business grows. Near term increases in
general and administrative expenses are expected to be related to hiring more
personnel and consultants to support our growing international expansion and
compliance with the applicable provisions of the Sarbanes-Oxley Act ("SOX") and
other U.S. Securities and Exchange Commission ("SEC") rules and regulations as a
result of becoming a public company following the Merger.
Stock-Based Compensation
We measure and recognize stock-based compensation expense for stock-based awards
over the requisite service periods based on the estimated grant date fair value
using the Black-Scholes-Merton option pricing model.
Interest Income, Interest Expense, and Other Income (Expense), Net
Interest income consists primarily of income earned on our cash and cash
equivalents. These amounts will vary based on our cash and cash equivalents
balances and market rates. Interest expense consists primarily of interest on
our debt and convertible notes and amortization of debt issuance costs and
discount. Other income (expense), net consists primarily of realized and
unrealized gains and losses on foreign currency transactions and balances, the
change in fair value of financial instruments, including warrants issued in
connection with a debt agreement, and Private Placement warrants acquired as
part of the Merger.
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Income Taxes
Our income tax provision consists of federal, state and foreign current and
deferred income taxes. Our income tax provision for interim periods is
determined using an estimate of our annual effective tax rate, adjusted for
discrete items arising in the quarter. Our effective tax rate differs from the
U.S. statutory tax rate primarily due to valuation allowances on its deferred
tax assets as it is more likely than not that some, or all, of our deferred tax
assets will not be realized. We continue to maintain a full valuation allowance
against its net deferred tax assets. Income tax provision for the three and nine
months ended September 30, 2021 and 2020, respectively, was not material to the
Company's condensed consolidated financial statements.

Results of Operations:
The following table sets forth our condensed consolidated results of operations
data for the periods presented:
                                                  Three Months Ended September 30,       Nine Months Ended September 30,
                                                      2021                2020               2021                2020
                                                       (dollars in thousands)                 (dollars in thousands)
Revenue
Product revenue                                   $    7,755          $   5,934          $   21,726          $  10,524
Service revenue                                            -                 13                   -              2,004
Total revenue                                          7,755              5,947              21,726             12,528
Cost of revenue(1)
Cost of product revenue (1)                            5,879              4,884              16,212             12,962
Cost of services                                           -                  -                   -                 26
Total cost of revenue                                  5,879              4,884              16,212             12,988
Gross profit (loss)                                    1,876              1,063               5,514               (460)
Operating expenses (1):
Research and development                               8,390              8,876              19,576             19,028
Sales and marketing                                    6,737              2,394              14,777              6,305
General and administrative                            14,073              4,512              36,177             11,856
Total operating expenses                              29,200             15,782              70,530             37,189
Loss from operations                                 (27,324)           (14,719)            (65,016)           (37,649)
Other (expense) income:
Interest income                                          165                  1                 305                 24
Interest expense                                           -               (521)               (504)            (2,196)
Other income (expense), net                           14,490             (4,376)               (422)            (9,799)
Total other expense, net                              14,655             (4,896)               (621)           (11,971)
Loss before income taxes                             (12,669)           (19,615)            (65,637)           (49,620)
Provision for income tax expense                           -                  -                   -                  -
Net loss and comprehensive loss                   $  (12,669)         $ 

(19,615) $ (65,637) $ (49,620)


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The following table sets forth the components of our condensed consolidated
statements of operations and comprehensive loss data as a percentage of revenue
for the periods presented:
                                                         Three Months Ended September 30,                     Nine Months Ended September 30,
                                                           2021                       2020                      2021                       2020
                                                               (% of total revenue)                                 (% of total revenue)
Revenue
Product revenue                                                    100  %                 100  %                        100  %                  84  %
Service revenue                                                      -                      0                             -                     16
Total revenue                                                      100                    100                           100                    100
Cost of revenue (1)
Cost of product                                                     76                     82                            75                    103
Cost of services                                                     -                      0                             -                      -
Total cost of revenue                                               76                     82                            75                    104
Gross profit (loss)                                                 24                     18                            25                     (4)
Operating expenses (1):
Research and development                                           108                    149                            90                    152
Sales and marketing                                                 87                     40                            68                     50
General and administrative                                         181                     76                           167                     95
Total operating expenses                                           377                    265                           325                    297
Loss from operations                                              (352)                  (248)                         (299)                  (301)
Other (expense) income:
Interest income                                                      2                      -                             1                      -
Interest expense                                                     -                     (9)                           (2)                   (18)
Other income (expense), net                                        187                    (74)                           (2)                   (78)
Total other expense, net                                           189                    (82)                           (3)                   (96)
Loss before income taxes                                          (163)                  (330)                         (302)                  (396)
Provision for income tax expense                                     -                      -                             -                      -
Net loss and comprehensive loss                                   (163) %                (330) %                       (302) %                (396) %


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


                                                  Three Months Ended September 30,         Nine Months Ended September 30,
                                                       2021                2020                2021                2020
                                                       (dollars in thousands)                  (dollars in thousands)
Cost of revenue                                   $       206          $     505          $       457          $     606
Research and development                                2,063              4,889                4,305              5,177
Sales and marketing                                     1,717                319                2,702                408
General and administrative                              3,161              1,543               11,093              1,700
Total stock-based compensation                    $     7,147          $   

7,256 $ 18,557 $ 7,891


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Comparison of the three months ended September 30, 2021 and 2020
Revenue
                                              Three Months Ended September 30,           Change               Change
                                                   2021                2020                $                    %
                                                                        (dollars in thousands)
Revenue
Product revenue                               $     7,755          $   5,934          $   1,821                     31  %
Service revenue                                         -                 13                (13)                  (100)
Total revenue                                 $     7,755          $   5,947          $   1,808                     30  %
Revenue by geographic location:
United States                                 $     4,037          $   2,283          $   1,754                     77  %
Americas, excluding United States                     147                 87                 60                     69
Europe, Middle East and Africa                      1,614              2,091               (477)                   (23)
Asia and Pacific                                    1,957              1,486                471                     32
Total                                         $     7,755          $   5,947          $   1,808                     30  %


Product Revenue
Product revenue increased by $1.8 million, or 31%, to $7.8 million for the three
months ended September 30, 2021 from $5.9 million for the comparable period in
the prior year. The increase in product revenue was driven by a 127% increase in
volume which we attribute primarily to the expansion of our sales team and the
increase of high volume, long-term agreements as some of our customers begin to
move into a production stage with their autonomous products. Our average selling
price declined by 42% as we moved towards long-term, high volume negotiated
customer pricing. As our volumes increase we expect further reductions in our
average selling price.
Service Revenue
Services revenue decreased by $13 thousand. This decrease in revenue was due to
there being no non-recurring engineering work in the three months ended
September 30, 2021.
Geographic Locations
Revenue in Europe, the Middle East and Africa decreased by $0.5 million in the
three months ended September 30, 2021, compared to the prior year period. The
revenue decrease was mainly attributable to average selling price decrease as
Europe, the Middle East and Africa sold more units in the three months ended
September 30, 2021 than in the prior year period. Average selling prices have
decreased over the past year as we moved towards long-term, high volume
negotiated customer pricing. Revenue in the United States; Americas excluding
the United States; and Asia and Pacific increased by $1.8 million, $0.1 million,
$0.5 million, respectively, in the three months ended September 30, 2021
compared to the prior year period. The revenue increases in the United States
and Americas excluding the United States, and Asia and Pacific were a result of
focused sales expansion in those regions. We hired a President of Field
Operations in April 2021 as well as sales and sales support staff to expand our
coverage of the United States and Americas and all regions.

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Cost of Product Revenue and Gross Margin
                            Three Months Ended September 30,              Change      Change
                                   2021                       2020          $           %
                                             (dollars in thousands)
Cost of revenue
Cost of product    $           5,879                        $ 4,884      $  995         20  %
Cost of services                   -                              -           -          -
Total              $           5,879                        $ 4,884      $  995         20  %


Cost of Product Revenue and Gross Margin
Cost of product revenue increased by $1.0 million, or 20%, to $5.9 million for
the three months ended September 30, 2021 from $4.9 million for the comparable
period in the prior year and cost per unit decreased by 47%. The increase in
cost of product revenue was primarily due to increases of $2.9 million in
material costs due to volume which was offset by $2.0 million in per unit
savings in material cost and an increase of $0.8 million in other product costs
which was primarily due to $1.3 million in additional costs associated with
securing materials during the global supply chain crisis. The increases were
partially offset by a decrease of $0.8 million in manufacturing overhead costs
as we built more units than we sold and freight.
Product gross margin increased from 18% for the three months ended September 30,
2020 to 24% for the three months ended September 30, 2021. The improvement in
product gross margin is due to the 47% decrease in cost per unit partially
offset by a 4% decrease in average selling price.
Operating Expenses
                                                  Three Months Ended September 30,          Change               Change
                                                      2021                2020                $                    %
                                                                            (dollars in thousands)
Operating expenses:
Research and development                          $    8,390          $   8,876          $    (486)                    (5) %
Sales and marketing                                    6,737              2,394              4,343                    181
General and administrative                            14,073              4,512              9,561                    212
Total operating expenses:                         $   29,200          $  15,782          $  13,418                     85  %


Research and Development
Research and development expenses decreased by $0.5 million, or 5%, to $8.4
million for the three months ended September 30, 2021 from $8.9 million for the
comparable period in the prior year. The decrease was primarily attributable to
a $3.2 million decrease in stock-based compensation expense, which was offset by
a $1.9 million increase in payroll-related expenses, a $0.2 million increase in
recruiting and a $0.6 million decrease in product development, equipment and
depreciation.
Sales and Marketing
Sales and marketing expenses increased by $4.3 million, or 181%, to $6.7 million
for the three months ended September 30, 2021 from $2.4 million for the
comparable period in the prior year. The increase was primarily attributable to
an increase of $3.7 million in payroll and personnel-related costs driven by the
addition of sales personnel in all our global regions, $1.4 million of which was
stock-based compensation related, $0.2 million for marketing and sales
consulting, and $0.4 million in facility and business expenses related to
opening and expanding sales offices around the world.
General and Administrative
General and administrative expenses increased by $9.6 million, or 212%, to $14.1
million for the three months ended September 30, 2021 from $4.5 million for the
comparable period in the prior year. The increase is primarily due to an
increase of $3.7 million in accounting and professional services (primarily
audit and legal), increase of $1.8 million relating to D&O insurance expense,
$1.6 million in stock-based compensation expense, $1.3 million in payroll
related expense, $0.5 million in
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office expenses and depreciation, $0.2 million in facility expense, $0.2 million
in equipment, $0.1 million in consultants, and $0.2 million in public relations
and investor relations.
Interest Income, Interest Expense and Other Income (Expense), Net
                                                 Three Months Ended September 30,              Change                Change
                                                   2021                   2020                   $                      %
                                                                            (dollars in thousands)
Interest income                               $        165          $           1          $       164                   16400  %
Interest expense                                         -                   (521)                 521                     100
Other income (expense), net                         14,490                 (4,376)              18,866                     431


The increase in interest income was primarily related to an increase in our cash
and cash equivalent balances after the Merger closed on March 11, 2021.
The decrease in interest expense was primarily due to the conversion of
convertible notes in the second quarter of 2020 and the repayment of bank debt
in the third quarter of 2020 and in March 2021.
Other income (expense), net was $14.5 million for the three months ended
September 30, 2021 compared to $(4.4) million for the comparable period in the
prior year. During the three months ended September 30, 2021, we recorded other
income of $14.5 million for the decrease in fair value of private placement
warrant liability. In the three months ended September 30, 2020 we recorded
other expense of $6.0 million for the increase in fair value of the warrant
liability offset by a $1.6 million gain from extinguishment of tranche
liability.
We were subject to income taxes in the United States, Hong Kong, Thailand and
China for the three months ended September 30, 2021 and 2020. Our income tax
expense for three months ended September 30, 2021 and 2020 was not material to
our condensed consolidated financial statements.
Comparison of the nine months ended September 30, 2021 and 2020
Revenue
                                              Nine Months Ended September 30,           Change               Change
                                                  2021                2020                $                    %
                                                                        (dollars in thousands)
Revenue
Product revenue                               $   21,726          $  10,524          $  11,202                    106  %
Service revenue                                        -              2,004             (2,004)                  (100)
Total revenue                                 $   21,726          $  12,528          $   9,198                     73  %
Revenue by geographic location:
United States                                 $    8,463          $   6,349          $   2,114                     33  %
Americas, excluding United States                    675                194                481                    248
Europe, Middle East and Africa                     7,684              3,351              4,333                    129
Asia and Pacific                                   4,904              2,634              2,270                     86
Total                                         $   21,726          $  12,528          $   9,198                     73  %


Product Revenue
Product revenue increased by $11.2 million, or 106%, to $21.7 million for the
nine months ended September 30, 2021 from $10.5 million for the comparable
period in the prior year. The increase in product revenue was driven by an
increase in volume of 205%, which we attribute primarily to the expansion of our
sales team and the increase of high volume, long-term deals as some of our
customers begin to move into a production stage with their autonomous products.
Our average selling price declined by 32% as we moved towards negotiated
customer pricing with customers reaching the production stage with their
autonomous products and we expect reductions in the cost of goods sold as we
grow our volumes.
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Service Revenue
Service revenue decreased by $2.0 million or 100% for the nine months ended
September 30, 2021 from $2.0 million for the comparable period in the prior
year. This revenue represented engineering work in relation to our new product
release in early 2020.

Geographic Locations
Revenue in the United States; Americas excluding the United States; Europe, the
Middle East and Africa; and Asia and Pacific increased by $2.1 million, $0.5
million, $4.3 million, $2.3 million, respectively, in the nine months ended
September 30, 2021 compared to the prior year period. The revenue increase was
mainly attributable to investments in additional sales staff. The revenue
increases in the geographic regions of Asia and Pacific and Europe, the Middle
East and Africa were a result of recent sales expansion in those regions. We
opened sales offices in these regions beginning in late 2019 and have since
continued to invest in expanding globally. Additionally, we hired a President of
Field Operations in April 2021 as well as sales and sales support staff to
expand our coverage world-wide.
Cost of Product Revenue and Gross Margin
                                  Nine Months Ended September 30,             Change       Change
                                        2021                      2020           $           %
                                                   (dollars in thousands)
Cost of revenue
Cost of product revenue   $         16,212                     $ 12,962      $ 3,250         25  %
Cost of services                         -                           26          (26)      (100) %
Total                     $         16,212                     $ 12,988      $ 3,224       24.8  %


Cost of Product Revenue and Gross Margin
Cost of product revenue increased by $3.3 million, or 25%, to $16.2 million for
the nine months ended September 30, 2021 from $13.0 million for the comparable
period in the prior year and cost per unit decreased by 59%. The increase in
cost of product revenue was primarily due to increases of $7.3 million in
material costs due to volume which was offset by $3.8 million in savings due to
reduction in material costs per unit and an increase of $1.3 million in other
product costs associated with securing materials during the global supply chain
crisis. The increases were partially offset by a decrease of $1.5 million in
other product costs due to lower allowances for excess and obsolete inventory.
Product gross margin increased from (23)% for the nine months ended September
30, 2020 to 25% for the nine months ended September 30, 2021. The improvement in
product gross margin is due to the 59% decrease in cost per unit slightly offset
by the 32% decrease in average selling price referenced above.
Services Cost of Revenue and Gross Margin
Services cost of revenue decreased by $26 thousand. This decrease in cost of
revenue was due to there being no non-recurring engineering work in the nine
months ended September 30, 2021.
Operating Expenses
                                     Nine Months Ended September 30,              Change       Change
                                           2021                      2020           $            %
                                                      (dollars in thousands)
Operating expenses:
Research and development     $         19,576                     $ 19,028      $    548          3  %
Sales and marketing                    14,777                        6,305         8,472        134
General and administrative             36,177                       11,856        24,321        205
Total operating expenses:    $         70,530                     $ 37,189      $ 33,341         90  %


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Research and Development
Research and development expenses increased by $0.5 million, or 3%, to $19.6
million for the nine months ended September 30, 2021 from $19.0 million for the
comparable period in the prior year. The increase was primarily attributable to
a $1.0 million increase in stock-based compensation expense, a $0.5 million
increase in recruiting, a $0.2 million increase in payroll and personnel-related
expense, and a $0.5 million increase in depreciation expense which was partially
offset by a $1.7 million reduction in prototype and equipment costs related to
product development.
Sales and Marketing
Sales and marketing expenses increased by $8.5 million, or 134%, to $14.8
million for the nine months ended September 30, 2021 from $6.3 million for the
comparable period in the prior year. The increase was primarily attributable to
an increase of $6.9 million in payroll and personnel-related costs driven by the
addition of sales personnel in all our global regions, of which $2.2 million was
stock-based compensation related, $1.0 million for additional branding and
public relations expenses related to the Merger, marketing and consultants, $0.2
million in recruiting expenses, and $0.6 million in facility, office and related
expenses related to opening and expanding sales offices around the world. The
increases were partially offset by $0.2 million decrease in marketing expenses
not associated with the Merger.
General and Administrative
General and administrative expenses increased by $24.3 million, or 205%, to
$36.2 million for the nine months ended September 30, 2021 from $11.9 million
for the comparable period in the prior year. The increase was primarily due to
an increase of $9.4 million of stock-based compensation, a $1.4 million increase
in payroll-related expense, an increase of $7.0 million in legal, accounting and
professional services fees, an increase of $4.1 million in insurance premiums,
an increase of $0.7 million of recruiting expenses relating to executive search
and hiring, an increase of $1.2 million in facilities and office related
expense, an increase of $0.2 million in public relations expense and $0.3
million in depreciation.
Interest Income, Interest Expense and Other Income (Expense), Net
                                 Nine Months Ended September 30,                  Change      Change
                                        2021                          2020          $           %
                                                  (dollars in thousands)
Interest income      $              305                            $     24      $  281       1171  %
Interest expense                   (504)                             (2,196)      1,692         77
Other expense, net                 (422)                             (9,799)      9,377         96


Interest income was $0.3 million for the nine months ended September 30, 2021
compared to $0.024 million for the comparable period in the prior year. This
increase in interest income was primarily related to an increase in our cash and
cash equivalent balances after the Merger closed on March 11, 2021.
Interest expense was $0.5 million for the nine months ended September 30, 2021
compared to $2.2 million for the comparable period in the prior year. The
decrease was primarily due to the conversion of convertible notes in the second
quarter of 2020 and the repayment of bank debt in the third quarter of 2020 and
March 2021.
Other expense, net was $0.4 million for the nine months ended September 30, 2021
compared to $9.8 million for the comparable period in the prior year. During the
nine months ended September 30, 2021, we recorded a loss of $8.8 million for the
fair value change of redeemable convertible preferred stock warrant liability
and a gain of $8.4 million for the fair value change of Private Placement
warrant liability. During the nine months ended September 30, 2020, we recorded
losses of $5.3 million for the fair value change of derivative liability related
to our convertible notes and $6.1 million for the fair value change of the
warrant liability, partially offset by a $1.6 million gain from extinguishment
of tranche liability which was recorded as other income.
Income Taxes
We were subject to income taxes in the United States, Hong Kong, Thailand and
China for the nine months ended September 30, 2021 and 2020. Our income tax
expense for nine months ended September 30, 2021 and 2020 was not material to
the Company's condensed consolidated financial statements.
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Liquidity and Capital Resources
Our primary requirements for liquidity and capital are working capital,
inventory management, capital expenditures, public company costs and general
corporate needs. We expect these needs to continue as we develop and grow our
business. Prior to the Merger, we primarily funded our operations from the net
proceeds from sales of our preferred convertible stock and convertible notes,
borrowing under our loan and security agreement with Runway Growth Credit Fund,
Inc. and product revenue. Subsequent to the Merger, our principal sources of
liquidity have been and are expected to be our cash and cash equivalents and
product revenues.
As of September 30, 2021 we had an accumulated deficit of $275.0 million and
cash and cash equivalents of $221.6 million. We have experienced recurring
losses from operations, and negative cash flows from operations, and we expect
to continue operating at a loss and to have negative cash flows from operations
for the foreseeable future. We believe our cash and cash equivalents on hand,
together with cash we expect to generate from future operations, will be
sufficient to meet our working capital and capital expenditure requirements for
a period of at least twelve months from the date of this Quarterly Report on
Form 10-Q. However, because we are in the growth stage of our business and
operate in an emerging field of technology, we expect to continue to invest in
research and development and expand our sales and marketing teams worldwide. We
are likely to require additional capital to respond to technological
advancements, competitive dynamics or technologies, customer demands, business
opportunities, challenges, acquisitions or unforeseen circumstances and in
either the short-term or long-term may determine to engage in equity or debt
financings or enter into credit facilities for other reasons. If we are unable
to obtain adequate financing or financing on terms satisfactory to us, when we
require it, our ability to continue to grow or support our business and to
respond to business challenges could be significantly limited. In particular,
the widespread COVID-19 pandemic, including variants, has resulted in, and may
continue to result in, significant disruption of global financial markets,
reducing our ability to access capital. If we are unable to raise additional
funds when or on the terms desired, our business, financial condition and
results of operations could be adversely affected.
PIPE Investment
On December 21, 2020, concurrently with the execution of the Merger Agreement,
CLA entered into subscription agreements with certain institutional and
accredited investors (collectively, the "PIPE Investors"), pursuant to which the
PIPE Investors agreed to purchase, in the aggregate, 10,000,000 shares of Ouster
common stock at $10.00 per share for an aggregate commitment amount of
$100,000,000 (the "PIPE Investment"), a portion of which was funded by certain
affiliates of Colonnade Sponsor LLC, CLA's sponsor (the "Sponsor"). The PIPE
Investment was consummated substantially concurrently with the closing of the
Merger.
Financing Arrangements
On November 27, 2018, we entered into a Loan and Security Agreement with Runway
Growth Credit Fund, Inc. ("Runway Loan and Security Agreement") and borrowed
$10.0 million per the terms of that agreement with a loan maturity date of
November 15, 2021. The loan carried an interest rate equal to LIBOR plus 8.50%.
We repaid $3.0 million of the loan in August 2020.
On March 26, 2021 we terminated the Runway Loan and Security Agreement and
repaid the $7.0 million principal amount outstanding as well as interest and
fees amounting to $0.4 million. We incurred no prepayment fees in connection
with the termination and all liens and security interests securing the loan made
pursuant to the Runway Loan and Security Agreement were released upon
termination. As of September 30, 2021 and December 31, 2020, the outstanding
principal balance of the loan was nil and $7.0 million, respectively.
Cash Flow Summary
                                         Nine Months Ended September 30,
                                               2021                     2020
                                              (dollars in thousands)
Net cash provided by (used in):
Operating activities              $        (45,106)                  $ (34,631)
Investing activities                        (1,774)                     (2,394)
Financing activities                       257,826                      38,543


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Operating Activities
During the nine months ended September 30, 2021, operating activities used $45.1
million in cash. The primary factors affecting our operating cash flows during
this period were our net loss of $65.6 million, impacted by our non-cash charges
of $24.8 million primarily consisting of stock-based compensation of $18.6
million, a $0.4 million change in fair value of warrant liabilities,
depreciation and amortization of $3.4 million, change in right-of-use asset of
$1.3 million, and interest expense and amortization of debt issuance costs and
debt discount of $0.3 million. The changes in our operating assets and
liabilities of $4.3 million were primarily due to a decrease in operating lease
liability of $1.8 million, a decrease in accounts payable of $2.7 million, an
increase in accounts receivable of $4.4 million, an increase in inventory of
$2.6 million and an increase in accrued and other liabilities of $7.1 million.
During the nine months ended September 30, 2020, operating activities used $34.6
million in cash. The primary factors affecting our operating cash flows during
this period were our net loss of $49.6 million, impacted by our non-cash charges
of $24.1 million primarily consisting of a $5.3 million change in fair value of
derivative liability, interest expense and amortization of debt issuance costs
and debt discount of $1.2 million, depreciation and amortization of $2.7
million, change in right-of-use asset of $1.4 million, and stock-based
compensation of $7.9 million. The changes in our operating assets and
liabilities of $9.1 million were primarily due to an increase in inventories of
$4.1 million, and an increase in accounts receivable of $2.0 million, a decrease
in accounts payable of $0.6 million, and a decrease in accrued and other current
liabilities of $2.0 million.
Investing Activities
During the nine months ended September 30, 2021, cash used in investing
activities was $1.8 million, which was related to purchases of property, plant
and equipment.
During the nine months ended September 30, 2020, cash used in investing
activities was $2.4 million, which was related to purchases of property, plant
and equipment.
Financing Activities
During the nine months ended September 30, 2021, cash provided by financing
activities was $257.8 million, consisting primarily of $291.5 million of
proceeds (net of $8.4 million of pre-Merger costs relating to CLA) from the
Merger and PIPE Investment offset by offerings costs of $27.1 million, and
proceeds from exercise of stock options of $0.5 million, partially offset by
repayment of debt of $7.0 million. There were promissory notes to related
parties of $5.0 million that were issued and repaid during the nine months ended
September 30, 2021.
During the nine months ended September 30, 2020, cash provided by financing
activities was $38.5 million, which was mainly related to the proceeds from
issuance of Series B redeemable convertible preferred stock.
Off-Balance Sheet Arrangements
As of September 30, 2021, we did not have any off-balance sheet arrangements,
that have or are reasonably likely to have a current or future effect on our
financial condition, results of operations, or cash flows.

Contractual Obligations
There have been no material updates to our contractual obligations from those
disclosed in our Quarterly Report on Form 10-Q for the three months ended March
31, 2021.

Critical Accounting Policies and Estimates
Our discussion and analysis of our financial condition and results of operations
are based upon our financial statements, which have been prepared in accordance
with GAAP. These principles require us to make estimates and judgments that
affect the reported amounts of assets, liabilities, revenue, cost of revenue and
expenses, and related disclosures. We base our estimates on historical
experience and on various other assumptions that we believe to be reasonable
under the circumstances. To the extent that there are material differences
between these estimates and our actual results, our future financial statements
will be affected.
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There were no material changes to our critical accounting policies and estimates
as of and for the three and nine months ended September 30, 2021, as compared to
the critical accounting policies and estimates described in "Critical Accounting
Policies and Estimates" in our final prospectus dated and filed with the SEC on
August 19, 2021.

Recent Accounting Pronouncements
Please refer to Note 2 in our unaudited condensed consolidated financial
statements contained elsewhere in this Quarterly Report on Form 10-Q for
recently adopted accounting pronouncements and recently issued accounting
pronouncements not yet adopted as of the date of this Quarterly Report on Form
10-Q. Based on our public float as of June 30, 2021, we expect to become a large
accelerated filer, and lose emerging growth company status, as of December 31,
2021. As of December 31, 2021, we will be required to adopt new or revised
accounting standards when they are applicable to public companies that are not
emerging growth companies.
Item 3. Quantitative and Qualitative Disclosures about Market Risk
We are exposed to market risks in the ordinary course of our business. Market
risk represents the risk of loss that may impact our financial position due to
adverse changes in financial market prices and rates. Our market risk exposure
is primarily the result of fluctuations in interest rates and foreign currency
exchange rates.
We do not believe that inflation has had a material effect on our business,
results of operations or financial condition. Nonetheless, if our costs were to
become subject to significant inflationary pressures, we may not be able to
fully offset such higher costs. Our inability or failure to do so could harm our
business, results of operations or financial condition.
Interest Rate Risk
As of September 30, 2021, we had cash and cash equivalents of approximately
$221.6 million, out of which $219.3 million consisted of institutional money
market funds, which carries a degree of interest rate risk. A hypothetical 10%
change in interest rates would not have a material impact on our financial
condition or results of operations due to the short-term nature of our
investment portfolio.
Foreign Currency Exchange Risk
Our results of operations and cash flows are subject to fluctuations due to
changes in foreign currency exchange rates. Substantially all of our revenue is
generated in U.S. dollars. Our expenses are generally denominated in the
currencies of the jurisdictions in which we conduct our operations, which are
primarily in the United States, and to a lesser extent in Asia and Europe. Our
results of operations and cash flows are, therefore, subject to fluctuations due
to changes in foreign currency exchange rates and may be adversely affected in
the future due to changes in foreign exchange rates. The effect of a
hypothetical 10% change in foreign currency exchange rates applicable to our
business would not have a material impact on our historical consolidated
financial statements. To date, we have not engaged in any hedging strategies. As
our international operations grow, we will continue to reassess our approach to
manage our risk relating to fluctuations in currency rates.
Item 4. Controls and Procedures
Limitations on effectiveness of controls and procedures
We maintain disclosure controls and procedures (as that term is defined in Rules
13a-15(e) and 15d-15(e) under the Exchange Act) that are designed to ensure that
information required to be disclosed in our reports under the Exchange Act is
recorded, processed, summarized and reported within the time periods specified
in the SEC's rules and forms, and that such information 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. In designing and evaluating our disclosure controls and procedures,
management recognizes that any controls and procedures, no matter how well
designed and operated, can provide only reasonable assurance of achieving the
desired control objectives. In addition, the design of disclosure controls and
procedures must reflect the fact that there are resource constraints and that
management is required to apply judgment in evaluating the benefits of possible
controls and procedures relative to their costs.
Evaluation of disclosure controls and procedures
Our management, with the participation of our principal executive officer and
principal financial officer, evaluated, as of the end of the period covered by
this Quarterly Report on Form 10-Q, the effectiveness of our disclosure controls
and procedures (as that term is defined in Rules 13a-15(e) and 15d-15(e) under
the Exchange Act). Based on that evaluation, our
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principal executive officer and principal financial officer concluded that our
disclosure controls and procedures were not effective as of September 30, 2021
due to the material weaknesses in our internal control over financial reporting
described below.

Material Weaknesses and Remediation Plan
We identified material weaknesses in our internal control over financial
reporting. A material weakness is a deficiency, or a combination of
deficiencies, in internal control over financial reporting such that there is a
reasonable possibility that a material misstatement of our annual or interim
financial statements will not be prevented or detected on a timely basis.
We did not design and maintain an effective control environment commensurate
with our financial reporting requirements. Specifically, we did not maintain a
sufficient complement of personnel with an appropriate degree of internal
controls and accounting knowledge, experience, and training commensurate with
our accounting and reporting requirements. This material weakness contributed to
the following additional material weaknesses:
•We did not design and maintain effective controls over the period-end financial
reporting process to achieve complete, accurate and timely financial accounting,
reporting and disclosures, including segregation of duties and adequate controls
related to journal entries and certain other business processes, and verifying
transactions are properly classified in the financial statements. This material
weakness resulted in adjustments to several account balances and disclosures in
the consolidated financial statements for the years ended December 31, 2019 and
2018, and adjustments to the equity and warrant liabilities accounts and related
disclosures in the condensed consolidated financial statements for the three
months ended March 31, 2021.
•We did not design and maintain effective controls over certain information
technology ("IT") general controls for information systems that are relevant to
the preparation of our consolidated financial statements. Specifically, we did
not design and maintain (i) program change management controls to ensure that
information technology program and data changes affecting financial IT
applications and underlying accounting records are identified, tested,
authorized and implemented appropriately and (ii) user access controls to ensure
appropriate segregation of duties and that adequately restrict user and
privileged access to our financial applications, programs and data to
appropriate personnel. This material weakness did not result in a material
misstatement to the consolidated financial statements, however, the
deficiencies, when aggregated, could impact maintaining effective segregation of
duties, as well as the effectiveness of IT-dependent controls (such as automated
controls that address the risk of material misstatement to one or more
assertions, along with the IT controls and underlying data that support the
effectiveness of system-generated data and reports) that could result in
misstatements potentially impacting all financial statement accounts and
disclosures that would not be prevented or detected.
Additionally, each of these material weaknesses could result in a misstatement
of account balances or disclosures that would result in a material misstatement
to the annual or interim consolidated financial statements that would not be
prevented or detected.
We have begun the process of, and are focused on, designing and implementing
effective internal control measures to improve our internal control over
financial reporting and remediate the material weaknesses. Our efforts include a
number of actions:
•We are actively recruiting additional personnel, in addition to engaging and
utilizing third party consultants and specialists to supplement our internal
resources and segregate key functions within our business processes, where
appropriate.
•We also continue to take actions to improve our IT general controls,
segregation of duties controls, period-end financial reporting controls, and
journal entry controls.
•We are implementing comprehensive access control protocols for our enterprise
resource planning environment to implement restrictions on user and privileged
access to certain applications, establishing additional controls over the
preparation and review of journal entries, establishing additional controls to
verify transactions are properly classified in the financial statements,
implementing controls to review the activities for those users who have
privileged access and program change management controls to ensure that IT
program and data changes affecting financial IT applications and underlying
accounting records are identified, tested, authorized and implemented
appropriately.
While these actions and planned actions are subject to ongoing management
evaluation and will require validation and testing of the design and operating
effectiveness of internal controls over a sustained period, we are committed to
continuous improvement and will continue to diligently review our internal
control over financial reporting.

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  Table of Contents
Changes in Internal Control over Financial Reporting
There were no changes in our internal control over financial reporting (as that
term is defined in Rules 13a-15(f) and 15d-15(f) under the Exchange Act) during
the quarter ended September 30, 2021 that have materially affected, or are
reasonably likely to materially affect, our internal control over financial
reporting.

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