The following is a discussion and analysis of the financial condition of
Recursion Pharmaceuticals, Inc. (Recursion, the Company, or we) as of March 31,
2021 and December 31, 2020 and the results of operations during the three months
ended March 31, 2021 and 2020. This commentary should be read in conjunction
with the unaudited Condensed Consolidated Financial Statements and accompanying
notes appearing in Item 1, "Financial Statements" and the Company's audited
consolidated financial statements and accompanying notes and "Management's
Discussion and Analysis of Financial Condition and Results of Operations"
included in the final prospectus for our initial public offering (IPO), which
was filed with the Securities and Exchange Commission (SEC), pursuant to Rule
424(b)(4) on April 16, 2020 (the Final Prospectus). This discussion,
particularly information with respect to our future results of operations or
financial condition, business strategy and plans, and objectives of management
for future operations, includes forward-looking statements that involve risks
and uncertainties as described under the heading "Special Note About
Forward-Looking Statements" in this Quarterly Report on Form 10-Q. You should
review the disclosure under the heading "Risk Factors" in this Quarterly Report
on Form 10-Q for a discussion of important factors that could cause our actual
results to differ materially from those anticipated in these forward-looking
statements.
Overview

We are a clinical-stage biotechnology company decoding biology by integrating
technological innovations across biology, chemistry, automation, data science
and engineering to radically improve the lives of patients and industrialize
drug discovery. Central to our mission is the Recursion Operating System
(Recursion OS) that combines an advanced infrastructure layer to generate what
we believe is one of the world's largest and fastest-growing proprietary
biological and chemical datasets, and the Recursion Map, a suite of custom
software, algorithmic and machine learning tools that we use to explore
foundational biology unconstrained by human bias, navigate to new biological
insights, and accelerate programs. The combination of wet-lab biology and in
silico tools in our closed-loop system accelerates our drug discovery process
and differentiates us from others within the industry. Similarly, our balanced
team of life scientists and computational and technical experts creates an
environment where empirical data, statistical rigor, and creative thinking are
brought to bear on every decision. Thus far, we have leveraged our Recursion OS
to create three value drivers: i) advancement of 37 internally-developed
programs focused on areas of significant unmet need, several of which have
market opportunities in excess of $1.0 billion in annual sales, ii) strategic
partnerships with leading biopharmaceutical companies, and iii) Induction Labs,
a growth engine created to explore new extensions of the Recursion OS both
within and beyond therapeutics. The number of programs we are advancing has more
than doubled in size since 2019. Although we cannot provide any guarantee that
we will achieve similar development timelines with future product candidates, we
believe we will be able to continue accelerating the pace of program additions
in the future. As such, we are a biotechnology company scaling more like a
technology company.

Integrating technological innovations across biology, chemistry, automation,
data science and engineering in order to industrialize the discovery of
therapeutics has required us to raise significant capital and adopt a long-term
approach to capital allocation that balances near-term risks and long-term value
creation. Of our 37 internally developed programs, we have four drug candidates
that we expect will be entering clinical trials in the next four to five
quarters. Our rapidly growing team of more than 200 employees is balanced
between life scientists (approximately 40% of employees) and computational and
technical expects (approximately 35% of employees).

From inception through March 31, 2021, we have raised approximately $448.9
million in equity financing from investors in addition to $30.0 million in an
upfront payment from our strategic partnership with Bayer. We use the capital we
have raised to fund operations and investing activities across platform research
operations, drug discovery, clinical development, digital and other
infrastructure, creation of our portfolio of intellectual property, and
administrative support. We do not have any products approved for commercial sale
and have not generated any revenues from product sales. We had cash and cash
equivalents of $214.1 million as of March 31, 2021.

Since inception, we have incurred significant operating losses. Our net losses
were $30.7 million and $18.4 million during the three months ended March 31,
2021 and 2020, respectively. As of March 31, 2021, our accumulated deficit was
$244.3 million. We expect to continue to incur significant expenses and
operating losses for the
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foreseeable future. In addition, we anticipate that our expenses will increase
significantly in connection with our ongoing activities, as we:
•continue our platform research and drug discovery and clinical development
efforts;
•continue to invest in the scale and scope of our platform research capabilities
in order to identify novel biology and therapeutics;
•continue to invest in expansions of the modality capabilities across our
platform including large molecules and RNA therapeutics;
•invest in or acquire companies or intellectual property that achieves our
platform objectives;
•accelerate investments in mechanisms to significantly expand our total
addressable markets through Induction Labs;
•utilize our platform to identify and validate additional therapeutic
candidates, technologies, and business opportunities;
•initiate additional preclinical studies or clinical or other trials for our
product candidates, including under our collaboration agreements;
•continue or expand the scope of our clinical trials for our product candidates;
•conduct the above and below development activities on an extensive pipeline of
therapeutic candidates across diverse areas of biology;
•establish agreements with contract research organizations (CROs) and contract
manufacturing organizations (CMOs) in connection with our preclinical studies
and clinical trials;
•change or add to internal manufacturing capacity or capability;
•change or add additional suppliers;
•seek regulatory approval for our therapeutic candidates;
•seek marketing approvals and reimbursement for our therapeutic candidates;
•establish a sales, marketing, and distribution infrastructure to commercialize
any products for which we may obtain marketing approval;
•acquire or in-license other therapeutic candidates and technologies;
•make milestone or other payments under any in-license agreements;
•maintain, protect, defend, enforce, and expand our intellectual property
portfolio;
•add additional infrastructure to our quality control, quality assurance, legal,
compliance, and other groups to support our operations as we progress our
therapeutics candidates toward commercialization;
•add additional infrastructure to support our operations as a public company and
our product development and future commercialization efforts, including
expansion of company sites;
•attract and retain world-class talent, including in competitive areas; and
•experience any delays or encounter issues with any of the above.
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Components of Operating Results

Revenues

To date, our business generates revenue from two sources: i) grant revenue and ii) operating revenue.



Grant Revenue-We recognize grant revenue in the period in which the revenue is
earned in accordance with the associated grant agreement, which is the period in
which corresponding reimbursable expenses under the grant agreement are
incurred. Grant revenue was generated from grants awarded by the National
Institute of Health.

Operating Revenue-Operating revenue is primarily generated through funded research and development agreements derived from strategic alliances such as our strategic partnership with Bayer. We are entitled to receive variable consideration as certain milestones are achieved. The timing of revenue recognition is not directly correlated to the timing of cash receipts.

Research and Development



Research and development expenses account for a significant portion of our
operating expenses. We recognize research and development expenses as incurred.
Research and development expenses comprise costs incurred in performing research
and development activities, including:
•cost to develop and operate our platform;
•discovery efforts leading to development candidates;
•clinical development costs for our programs;
•costs associated with discovery as well as clinical development efforts,
including research materials and external research;
•materials and supply costs associated with the manufacture of drug substance
and drug product for preclinical testing and clinical trials;
•personnel-related expenses, including salaries, benefits, bonuses, and
stock-based compensation for employees engaged in research and development
functions;
•costs associated with operating our digital infrastructure; and
•facilities, depreciation and amortization, insurance and other direct and
allocated expenses incurred as a result of research and development activities.

We monitor research and development expenses directly associated with our clinical assets to some degree at the program level, however, indirect costs associated with clinical development and the balance of our research and development expenses are not tracked at the program or candidate level.



We recognize expenses associated with third-party contracted services based on
the completion of activities as specified in the applicable contracts. Upon
termination of contracts with third parties, our financial obligations are
limited to costs incurred or committed to date. Any advance payments for goods
or services to be used or rendered in future research and product development
activities pursuant to a contractual arrangement are classified as prepaid
expenses until such goods or services are rendered.

General and Administrative



The Company expenses general and administrative costs as incurred. General and
administrative expenses consist primarily of salaries, benefits, stock-based
compensation, and outsourced labor for personnel in executive, finance, human
resources, legal and other corporate administrative functions. General and
administrative expenses also include legal fees incurred relating to corporate
and patent matters, professional fees incurred for accounting, auditing, tax and
administrative consulting services, insurance costs, facilities and depreciation
expenses.
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Recursion expects that our general and administrative expenses will increase in
the future to support personnel in research and development and to support our
operations as we increase our research and development activities and activities
related to the potential commercialization of our initial drug candidates
REC-4881, REC-3599, REC-2282, and REC-994. The Company also expects to incur
increased expenses associated with operating as a public company, including
costs of accounting, audit, legal, regulatory, and tax-related services
associated with maintaining compliance with exchange listing and Securities and
Exchange Commission, or SEC, requirements, director and officer insurance costs,
and investor and public relations costs.

Other Income, Net

Other income, net primarily consists of interest earned on our cash and cash equivalents and interest expense incurred under our loan agreements. Results of Operations

Comparison of the three months ended March 31, 2021 and 2020

The following table summarizes the Company's results of operations:


                                                        Three months ended March 31,               Change
 (in thousands, except percentages)                            2021            2020           $             %
Revenue
Grant revenue                                           $            62    $       60    $       2            3.5  %
Operating revenue                                                 2,500             -        2,500               n/m
Total revenue                                                     2,562            60        2,502             >100%

Operating expenses
Research and development                                         24,109        12,842       11,267           87.7  %
General and administrative                                        8,937         5,561        3,376           60.7  %
Total operating expenses                                         33,046        18,403       14,643           79.6  %

Loss from operations                                            (30,484)      (18,343)     (12,141)          66.2  %
Other loss, net                                                    (233)          (81)        (152)            >100%
Net loss and comprehensive loss                         $       (30,717)   $  (18,424)   $ (12,293)          66.7  %


n / m = Not meaningful
Revenue
The following table summarizes the components of revenue recognized during the
three months ended March 31, 2021 and 2020:
                                                    Three months ended 

March


                                                               31,                      Change
(in thousands, except percentages)                       2020         2019         $             %
Revenue
Grant revenue                                       $        62    $    60    $       2           3.5  %
Operating revenue                                         2,500          -        2,500              n/m
Total revenue                                       $     2,562    $    60    $   2,502            >100%



Revenue increased by $2.5 million, or >100%, to $2.6 million during the three
months ended March 31, 2021 compared to $60 thousand during the three months
ended March 31, 2020. The increase in revenue was due to revenue recognized from
our strategic partnership with Bayer entered into in August 2020.
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Research and Development The following table summarizes the components of research and development expense during the three months ended March 31, 2021 and 2020:


                                                   Three months ended March 31,             Change
(in thousands, except percentages)                      2021            2020           $             %
Research and development expenses
Platform                                         $        10,532    $    6,319    $   4,212           66.7  %
Discovery                                                  7,739         4,047        3,692           91.2  %
Clinical                                                   2,955         1,323        1,632             >100%
Stock based compensation                                     628           688          (60)          (8.7) %
Other                                                      2,255           465        1,789             >100%

Total research and development expenses $ 24,109 $ 12,842 $ 11,265

           87.7  %



Significant components of research and development expense include the
following: Platform, which refers primarily to expenses related to screening
through hit identification; Discovery, which refers primarily to expenses
related to hit identification through development candidate; and Clinical, which
refers primarily to expenses related to development candidate and beyond.

Research and development expenses increased by $11.3 million, or 87.7%, to $24.1
million during the three months ended March 31, 2021 compared to $12.8 million
during the three months ended March 31, 2020. The increase in research and
development expenses was due to an increased number of experiments screened on
the platform, an increased number of pre-clinical assets being validated and
increased clinical costs as studies progress.

General and Administrative Expenses The following table summarizes the components of general and administrative expense during the three months ended March 31, 2021 and 2020:


                                                   Three months ended March 31,             Change
(in thousands, except percentages)                      2021            2020           $             %

Total general and administrative expenses $ 8,937 $ 5,561 $ 3,376

           60.7  %



General and administrative expenses increased by $3.4 million, or 60.7%, to $8.9
million during the three months ended March 31, 2021 compared to $5.6 million
during the three months ended March 31, 2020. The increase in general and
administrative expenses was due to growth in size of the Company's operations
including an increase in salaries and wages of $1.2 million, human resources
costs, facilities costs, finance costs and other administrative costs associated
with operating a growth-stage Company.


Other loss, net The following table summarizes the components of Other loss, net during the three months ended March 31, 2021 and 2020:


                                                        Three months ended March 31,             Change
 (in thousands, except percentages)                          2021            2020           $             %
Interest expense                                      $           249    $      301    $     (52)         (17.2) %
Interest income                                                   (16)         (220)         204          (92.8) %
Other loss, net                                       $           233    $       81    $     152             >100%



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Other loss, net increased by $152 thousand to $233 thousand during the three
months ended March 31, 2021 compared to $81 thousand during the three months
ended March 31, 2020. The increase in Other loss, net was primarily due to a
decrease in interest earned from the Company's checking accounts.

Liquidity and Capital Resources

Sources of Liquidity



The Company has not yet commercialized any products and does not expect to
generate revenue from the sales of any product candidates for several years.
Cash and cash equivalents totaled $214.1 million as of March 31, 2021 and $262.1
million as of December 31, 2020.

The Company has incurred operating losses, experienced negative operating cash
flows and Recursion anticipates that the Company will continue to incur losses
for at least the foreseeable future. Our net loss totaled $30.7 million during
the three months ended March 31, 2021 and $18.4 million during the three months
ended March 31, 2020. As of March 31, 2021 and December 31, 2020, Recursion had
an accumulated deficit of $244.3 million and $213.6 million, respectively.

To date, Recursion has financed the Company's operations primarily through
private placements of preferred stock. Through March 31, 2021, the Company has
received gross proceeds of $448.9 million from sales of our preferred stock. In
April 2021, the Company completed an IPO receiving an approximate net proceeds
of $462.6 million. See Note 16, "Subsequent Events" to the Condensed
Consolidated Financial Statements for additional detail.

Over September and October 2020, the Company received a $30.0 million upfront payment from the Company's strategic partnership with Bayer.

Midcap Credit and Security Agreement



In September 2019, we entered into a Credit and Security Agreement with Midcap
Financial Trust (Midcap), which we refer to as our Credit Agreement. The Credit
Agreement includes: i) an initial term loan in an aggregate principal amount of
$11.9 million; and ii) a second tranche term loan, which if drawn would result
in an aggregate outstanding maximum principal amount of $26.9 million. The
second tranche will become available to be drawn upon the achievement of certain
drug development milestones. We are required to make interest-only payments from
September 2019 to September 2021, and thereafter, 36 monthly principal payments
of $330 thousand plus interest commencing in October 2021 and continuing until
the maturity date in September 2024. The interest-only period will be extended
an additional 12 months upon achievement of certain fundraising related
milestones. Interest accrues on the principal amount outstanding at a floating
per annum rate equal to the LIBOR (floor of 2.00%) rate plus 5.75%.

The debt is secured against all of our assets. The Credit Agreement includes
standard affirmative and restrictive covenants and standard events of default,
including payment defaults, breaches of covenants following any applicable cure
period, a material impairment in the perfection or priority of Midcap's security
interest or in the value of the collateral and a material adverse change in our
business, operations, or conditions. Upon the occurrence of an event of default
and following any applicable cure periods, Midcap may declare all outstanding
obligations immediately due and payable and take such other actions as set forth
in the Credit Agreement. As of March 31, 2021, the Company was in compliance
with all debt covenants under the Credit Agreement. In 2019, we paid fees of
approximately $298 thousand in connection with the origination of the Credit
Agreement. These fees were deferred and recorded as a direct deduction from the
carrying value of the loan payable and are amortized to interest expense over
the remaining term of the Credit Agreement.

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Cash Flows
The following table sets forth the primary sources and uses of cash and cash
equivalents for each of the periods presented below:
                                                 Three months ended March 

31,


(in thousands)                                         2021                

2020


Cash used in operating activities           $       (30,755)            $ 

(17,817)


Cash used in investing activities                   (19,416)                

(684)


Cash provided by financing activities                 2,134                 

5,997


Net decrease in cash and cash equivalents   $       (48,037)            $ (12,504)



Operating Activities
Net cash used in operating activities was $30.8 million during the three months
ended March 31, 2021. Net cash used in operating activities increased from the
three months ended March 31, 2020 due to higher costs incurred for research and
development and general and administrative due to the Company's growth as well
as the timing of working capital cash flows for the three months ended March 31,
2021.
Net cash used in operating activities was $17.8 million during the three months
ended March 31, 2020. Cash used in operating activities increased from the three
months ended March 31, 2019 due to higher costs incurred for research and
development and general and administrative due to the Company's growth which was
partially offset by the timing of working capital cash flows for the three
months ended March 31, 2020.

Investing Activities
Net cash used in investing activities was $19.4 million during the three months
ended March 31, 2021. Cash used in investing activities was primarily for the
purchase of a Dell EMC supercomputer as well as accessories and parts for a
total of $17.9 million.

Net cash used in investing activities was $684 thousand during the three months
ended March 31, 2020. Cash used in investing activities was primarily for the
purchase of lab equipment and leasehold improvements.

Financing Activities
Net cash provided by financing activities was $2.1 million during the three
months ended March 31, 2021. Cash provided by financing activities primarily
consisted of $2.2 million of proceeds from the exercise of stock options.

Net cash provided by financing activities was $6.0 million during the three
months ended March 31, 2020, which consisted primarily of $6.0 million of
proceeds from the issuance of convertible notes. See Note 5, "Notes Payable" to
the Condensed Consolidated Financial Statements for additional detail on the
convertible notes.

Future Funding Requirements

Since inception, the Company has incurred significant operating losses. Given our broad and ambitious mission, we expect to continue to incur significant expenses and operating losses for the foreseeable future.



The Company believes that the net proceeds from the IPO, together with the
Company's existing cash, and cash equivalents and borrowings available to us
will be sufficient to fund the Company's operating expenses and capital
expenditures for at least the next 12 months. The Company's assumptions that may
be incorrect and we could exhaust our available capital resources sooner than we
expect.

Recursion does not expect to generate significant revenue from out-licensing
transactions, development milestones, or royalties until successfully completing
significant drug development milestones, whether on our own or in
collaboration with third parties, which Recursion expects will take a number of
years. In order to commercialize the Company's drug candidates, we or our
partners need to complete clinical development and comply with comprehensive
regulatory requirements. Recursion is subject to a number of risks and
uncertainties similar to those of other companies of the same size within the
biotechnology industry, such as uncertainty of clinical trial outcomes,
uncertainty of additional funding, and history of operating losses.
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Developing pharmaceutical products, including conducting preclinical studies and
clinical trials, is a time-consuming, expensive, and uncertain process that
takes years to complete, and we may never generate the necessary data or results
required to obtain marketing approval for any product candidates or generate
revenue from the sale of any product candidate for which we may obtain marketing
approval. In addition, our drug candidates, if approved, may not achieve
commercial success. Our commercial revenues, if any, will be derived from sales
of drugs that we do not expect to be commercially available for many years, if
ever. Accordingly, we will need to obtain substantial additional funds to
achieve our business objectives.

Adequate additional funds may not be available to us on acceptable terms, or at
all. We do not currently have any committed external source of funds. To the
extent that we raise additional capital through the sale of equity or
convertible debt securities, your ownership interest may be diluted, and the
terms of these securities may include liquidation or other preferences and
anti-dilution protections that could adversely affect your rights as a common
stockholder. Additional debt or preferred equity financing, if available, may
involve agreements that include restrictive covenants that may limit our ability
to take specific actions, such as incurring debt, making capital expenditures,
or declaring dividends, which could adversely impact our ability to conduct our
business, and may require the issuance of warrants, which could potentially
dilute your ownership interest further.

If we raise additional funds through collaborations, strategic alliances, or
licensing arrangements with third parties, we may have to relinquish valuable
rights to our technology, future revenue streams, research programs, or product
candidates or grant licenses on terms that may not be favorable to us. If we are
unable to raise additional funds through equity or debt financings or
collaborations, strategic alliances, or licensing arrangements with third
parties when needed, we may be required to delay, limit, reduce, and/or
terminate our product development programs or any future commercialization
efforts or grant rights to develop and market product candidates that we would
otherwise prefer to develop and market ourselves.

Critical Accounting Estimates and Policies



A summary of the Company's significant accounting estimates and policies is
included in Note 2, "Summary of Significant Accounting Policies" in our Final
Prospectus. There have been no significant changes in the company's application
of its critical accounting policies during the three months ended March 31,
2021.

Impact of the COVID-19 Pandemic



In March 2020, the World Health Organization declared the outbreak of novel
coronavirus disease, or COVID-19, as a pandemic. The COVID-19 pandemic is
evolving, and to date has led to the implementation of various responses,
including government-imposed quarantines, travel restrictions and other public
health safety measures. COVID-19 has caused market volatility and uncertainty
around the world in various industries and, as a result, we expect our
operations may also be affected. The Company is closely monitoring the impact of
the pandemic of COVID-19 on all aspects of Recursion's business. The extent to
which COVID-19 ultimately impacts our operations and financial position will
depend on future developments, which are highly uncertain and cannot be
predicted with confidence, such as the duration of the outbreak, new information
that may emerge concerning the severity of COVID-19 or the effectiveness of
actions to contain COVID-19 or treat its impact, among others. In addition,
recurrences or additional waves of COVID-19 cases could cause other widespread
or more severe impacts depending on where infection rates are highest.

The Company has not incurred any significant impairment losses in the carrying
values of our assets as a result of the pandemic and we are not aware of any
specific related event or circumstance that would require us to revise our
estimates reflected in our audited consolidated financial statements.

Emerging Growth Company



The Company is an emerging growth company (EGC), as defined by the Jumpstart Our
Business Startups Act of 2012 (the JOBS act). The JOBS Act, exempts EGCs from
being required to comply with new or revised financial accounting standards
until private companies are required to comply. Recursion as elected to use the
extended transition period for new or revised financial accounting standards
during the period in which we remain an EGC. However, the Company may adopt
certain new or revised accounting standards early. This may make comparisons
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of the Company's financial statements with other public companies difficult because of the potential differences in accounting standards used.



Recursion may remain an EGC until December 31, 2026 although if we: (1) become a
"large accelerated filer;" (2) have annual gross revenues of $1.07 billion or
more in any fiscal year; or (3) issue more than $1.0 billion of non-convertible
debt over a three-year period, the Company would cease to be an EGC as of
December 31 of the applicable year.

Recently Issued and Adopted Accounting Pronouncements

Refer to Note 2 in Item 1 of this Quarterly Report on Form 10-Q for information regarding recently issued and adopted accounting pronouncements.

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