The following is a discussion and analysis of the financial condition of
Recursion Pharmaceuticals, Inc. (Recursion, the Company, we, us or our) as of
September 30, 2021 and December 31, 2020 and the results of operations during
the three and nine months ended September 30, 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, 2021 (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
"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, with the goal of radically improving the lives of patients and
industrializing drug discovery. Central to our mission is the Recursion
Operating System, or the 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, algorithms, and machine learning tools that we
use to explore foundational biology unconstrained by human bias and navigate to
new biological insights which may accelerate our programs. We believe that the
combination of wet-lab biology and in silico tools in our closed-loop system
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 our decisions. To date, we have leveraged our Recursion OS,
which is depicted below, to create three value drivers: i) advancement of our
internally-developed programs, including four clinical-stage assets, 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 in research and development has more
than doubled since 2019. Although we cannot provide any guarantee that we will
achieve similar 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.



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Recursion finished the third quarter of 2021 with a portfolio of 4 clinical
stage programs, 4 preclinical programs, 7 late discovery programs, and 41 early
discovery programs. Additionally, Recursion continued scaling the total number
of executed phenomic experiments to approximately 95 million, the size of its
proprietary data universe to over 11 petabytes, and the number of biological
inferences to approximately 200 billion. Data have been generated on the
Recursion OS across 38 human cell types, an in-house chemical library of over
717 thousand compounds, and an in silico library of 12 billion small molecules,
by a growing team of more than 330 Recursionauts that is balanced between life
scientists and computational and technical experts.



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Summary of Business Highlights

Clinical Programs



•Neurofibromatosis type 2 (NF2) (REC-2282): In early October, we received Fast
Track Designation for REC-2282 from the FDA for the potential treatment of NF2
meningiomas. We plan to initiate a parallel group, two stage, Phase 2/3,
randomized, multicenter study in early 2022.
•Cerebral cavernous malformation (CCM) (REC-994): We plan to initiate a Phase 2,
double-blind, placebo-controlled safety, tolerability and exploratory efficacy
study of this candidate in early 2022.
•Familial adenomatous polyposis (FAP) (REC-4881): In September we received
Orphan Drug Designation for REC-4881 from the FDA for the potential treatment of
Familial Adenomatous Polyposis. We plan to initiate a Phase 2, randomized,
double-blind, placebo-controlled study to evaluate safety, pharmacokinetics, and
efficacy in the first half of 2022.
•GM2 gangliosidosis (REC-3599): We plan to initiate a Phase 2 study of this
candidate in the first half of 2022.

Preclinical Programs



•Clostridium difficile colitis (REC-3964): We expanded our medicinal chemistry
team and digital chemistry tools and made progress in IND-enabling studies for
REC-3964, which is the most advanced New Chemical Entity developed by the
Recursion OS.

Bayer AG Partnership



We continue to advance our collaboration with Bayer to discover small molecule
drug candidates with the potential to treat fibrotic diseases. We have multiple
programs progressing simultaneously with our partner.

Recursion OS

•Biological Contexts: We advanced our capabilities to model diseases in multiple biological contexts, including new types of biological perturbations beyond CRISPR-based knockouts, complex cell type


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onboarding, and organoid model systems. Moreover, we made progress on multiple
maps in iPSC-derived neural cell types.
•Mechanisms of Action: We improved our computational methods to identify
mechanisms of action and used this technology to increase our ability to screen
out compounds with potentially toxic effects for multiple programs earlier than
is possible with traditional approaches. We believe that such methods will
better enable us to advance the most promising novel chemical compounds through
discovery.
•Transcriptomics Validation: We made significant improvements to our
transcriptomics protocols to enable increases in throughput. Additionally, we
have been optimizing our ability to use transcriptomics signatures for compound
characterization.

Facilities and Manufacturing



We continued to make progress in expanding our current headquarters and creating
a chemistry, manufacturing and controls (CMC) site in Salt Lake City. These
spaces are designed with flexibility in mind to enable next generation automated
workflows and instruments for compound, tissue culture, and biobank management
to further industrialize the drug discovery and development process.

Financing and Operations



We were incorporated in November 2013. On April 20, 2021, we closed our IPO and
issued 27,878,787 shares of Class A common stock at a price of $18.00 per share,
raising gross and net proceeds of $501.8 million and $462.4 million,
respectively. Prior to our IPO, we had 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 AG (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, cash equivalents and investments of $578.9 million as of September 30,
2021. Based on our current operating plan, we believe that our existing cash and
cash equivalents will be sufficient to meet our working capital and capital
expenditure needs at least into 2023.

Since inception, we have incurred significant operating losses. Our net losses
were $47.4 million and $121.5 million during the three and nine months ended
September 30, 2021, respectively. Our net losses were $23.9 million and $61.2
million during the three and nine months ended September 30, 2020, respectively.
As of September 30, 2021, our accumulated deficit was $335.1 million. We
anticipate that our expenses and operating losses will increase substantially
over the foreseeable future. The expected increase in expenses will be driven in
large part by our ongoing activities, if and as we: continue to advance our
platform; continue preclinical development of our current and future product
candidates and initiate additional preclinical studies; commence clinical
studies of our current and future product candidates; establish our
manufacturing capability, including developing our contract development and
manufacturing relationships and building our internal manufacturing facilities;
acquire and license technologies aligned with our platform; seek regulatory
approval of our current and future product candidates; expand our operational,
financial and management systems and increase personnel, including personnel to
support our preclinical and clinical development, manufacturing and
commercialization efforts; continue to develop, grow, perfect and defend our
intellectual property portfolio; and incur additional legal, accounting, or
other expenses in operating our business, including the additional costs
associated with operating as a public company.

We invest in new technologies to expand our platform and plan to build world
class capabilities in key areas of manufacturing sciences and operations,
including small molecule production, novel chemical entity development, product
characterization and process analytics. Our investments may also include scaled
research solutions, scaled infrastructure, as well as novel technologies to
improve efficiency, characterization and scalability of manufacturing.

We anticipate that we will need to raise additional financing in the future to
fund our operations, including the commercialization of any approved product
candidates. Until such time, if ever, as we can generate significant product
revenue, we expect to finance our operations with our existing cash and cash
equivalents, any future equity or debt financings and upfront, milestone and
royalty payments, if any, received under current or future license or
collaboration agreements. We may not be able to raise additional capital on
terms acceptable to us or at all. If we are unable to raise additional capital
when desired, our business, results of operations and financial condition may be
adversely affected.


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Components of Operating Results

Revenues

To date, our business has generated 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 they are
incurred. Research and development expenses consist of costs incurred in
performing research and development activities, including:
•costs to develop and operate our platform;
•costs of discovery efforts which may lead to development candidates, including
research materials and external research;
•costs for clinical development of our investigational products;
•costs for materials and supplies associated with the manufacture of active
pharmaceutical ingredients investigational products 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
•other direct and allocated expenses incurred as a result of research and
development activities, including those for facilities, depreciation,
amortization and insurance.

We monitor research and development expenses directly associated with our clinical assets at the program level to some degree, 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 as they
are incurred. Upon termination of contracts with third parties, our financial
obligations are generally 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; employee 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 for corporate and
patent matters; professional fees for accounting, auditing, tax and
administrative consulting services, insurance costs, facilities and depreciation
expenses.



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We expect 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 drug candidates. We also
expect 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 SEC
requirements, director and officer insurance costs and investor and public
relations costs.

Other Loss, net



Other loss, net consists of interest earned on our cash and cash equivalents,
interest expense incurred under our loan agreements, changes in the fair value
of warrant liabilities and debt extinguishment costs.
Results of Operations

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


                                   Three months ended                                        Nine months ended
(in thousands, except                September 30,                 Change                      September 30,                 Change
percentages)                       2021          2020          $            %                2021          2020          $            %
Revenue
Grant revenue                  $       34    $     163    $    (129)      (79.4) %       $      145    $     409    $    (264)      (64.5) %
Operating revenue                   2,500          862        1,638          >100%            7,500          862        6,638          >100%
Total revenue                       2,534        1,025        1,509          >100%            7,645        1,271        6,374          >100%

Operating expenses
Research and development           33,246       16,535       16,711          >100%           86,979       42,621       44,358          >100%
General and administrative         15,690        6,964        8,726          >100%           38,481       17,684       20,798          >100%
Total operating expenses           48,936       23,499       25,437          >100%          125,460       60,305       65,156          >100%

Loss from operations              (46,402)     (22,474)     (23,928)         >100%         (117,815)     (59,034)     (58,782)       99.6  %
Other loss, net                    (1,026)      (1,399)         373       (26.6) %           (3,731)      (2,206)      (1,524)       69.1  %
Net loss                       $  (47,428)   $ (23,873)   $ (23,555)       98.7  %       $ (121,546)   $ (61,240)   $ (60,306)       98.5  %



Revenue

The following table summarizes Recursion's components of revenue:


                                Three months ended                          

Nine months ended


                                   September 30,              Change                    September 30,               Change
(in thousands, except
percentages)                      2021        2020        $           %                2021         2020        $           %
Revenue
Grant revenue                 $      34    $   163    $  (129)      (79.4) %       $      145    $   409    $  (264)      (64.5) %
Operating revenue                 2,500        862      1,638         

>100%            7,500        862      6,638          >100%
Total revenue                 $   2,534    $ 1,025    $ 1,509          >100%       $    7,645    $ 1,271    $ 6,374          >100%



Revenue increased by $1.5 million and $6.4 million during the three and nine
months ended September 30, 2021, respectively, compared to the prior year. 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 Recursion's components of research and development expense:


                                 Three months ended                                     Nine months ended
(in thousands, except              September 30,               Change                     September 30,               Change
percentages)                      2021        2020          $           %                2021        2020          $           %
Research and development
expenses
Platform                      $  13,212    $  6,854    $  6,358        92.8  %       $  35,082    $ 18,891    $ 16,191        85.7  %
Discovery                        10,302       4,656       5,646          >100%          26,888      12,088      14,800          >100%
Clinical                          4,944       1,901       3,043          >100%          13,480       6,433       7,047          >100%
Stock based compensation          1,386         351       1,035          >100%           3,157       1,357       1,800          >100%
Other                             3,402       2,773         629        22.7  %           8,372       3,852       4,520          >100%

Total research and development expenses $ 33,246 $ 16,535 $ 16,711 >100% $ 86,979 $ 42,621 $ 44,358 >100%





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

Research and development expenses increased by $16.7 million and $44.4 million
during the three and nine months ended September 30, 2021, respectively,
compared to the prior year. The increase in research and development expenses
was due to an increased number of experiments screened on our platform, an
increased number of pre-clinical assets being validated and increased clinical
costs as studies progressed.

General and Administrative Expenses

The following table summarizes Recursion's general and administrative expense:


                                  Three months ended                                      Nine months ended
(in thousands, except               September 30,                Change                     September 30,                Change
percentages)                       2021         2020        $            %                 2021        2020          $            %
Total general and
administrative expenses        $   15,690    $ 6,964    $ 8,726            >100%       $  38,481    $ 17,684    $ 20,797            >100%



General and administrative expenses increased by $8.7 million and $20.8 million
during the three and nine months ended September 30, 2021, respectively,
compared to the prior year. The increase in general and administrative expenses
was due to the growth in size of the Company's operations including an increase
in salaries and wages of $3.7 million and $10.6 million during the three and
nine months ended September 30, 2021, respectively, equipment costs, human
resources costs, facilities costs and other administrative costs associated with
operating a growth-stage company.



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Other loss, net

The following table summarizes Recursion's components of other loss, net:


                               Three months ended                           

Nine months ended


 (in thousands, except            September 30,              Change                    September 30,                 Change
percentages)                     2021        2020        $          %                 2021         2020        $             %
Interest expense             $     220    $   401    $ (181)       (45.2) %       $    2,971    $ 1,129    $ 1,841              >100%
Interest income                    (50)       (46)       (4)         8.9  %              (94)      (290)       196           (67.5) %

Loss on debt extinguishment 827 883 (56) (6.3) %


             827        883        (56)           (6.3) %
Derivative fair value
adjustment                           -        161      (161)      (100.0) %                -        484       (484)         (100.0) %
Other                               29          -        29             n/m               27          -         27                n/m
Other loss, net              $   1,026    $ 1,399    $ (373)       (26.7) %       $    3,731    $ 2,206    $ 1,524            69.1  %



n/m = Not meaningful



Other loss, net decreased by $373 thousand during the three months ended
September 30, 2021 compared to the prior year. The decrease in Other loss, net
during the three months ended September 30, 2021 was due to the fair value
adjustment on the derivative liability for the convertible notes during the
three months ended September 30, 2020 and a decrease in interest expense due to
the payment in July 2021 of the balance due on the Midcap loan. See Note 7,
"Notes Payable" to the Condensed Consolidated Financial Statements for
additional details on the Midcap loan payment and the derivative.

Other loss, net increased by $1.5 million during the nine months ended September
30, 2021 compared to the prior year. The increase in Other loss, net during the
nine months ended September 30, 2021 was primarily due to an increase in the
fair value of the Series A and B warrants. See Note 12, "Stock-Based
Compensation" to the Condensed Consolidated Financial Statements for additional
details on the warrants. This increase was partially offset by the fair value
adjustment on the derivative liability for the convertible notes. See Note 7,
"Notes Payable" to the Condensed Consolidated Financial Statements for
additional details on the derivative.

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 at least several
years. Cash and cash equivalents totaled $394.7 million as of September 30, 2021
and $262.1 million as of December 31, 2020.

The Company has incurred operating losses and experienced negative operating
cash flows and we anticipate that the Company will continue to incur losses for
at least the foreseeable future. Our net loss was $47.4 million and $121.5
million during the three and nine months ended September 30, 2021, respectively.
The Company's net loss was $23.9 million and $61.2 million during the three and
nine months ended September 30, 2020, respectively. As of September 30, 2021 and
December 31, 2020, Recursion had an accumulated deficit of $335.1 million and
$213.6 million, respectively.

Recursion has financed its operations through the private placements of
preferred stock and an IPO. As of September 30, 2021, the Company had received
proceeds of $448.9 million from the sale of its preferred stock. The Company
received net proceeds of $462.4 million from the IPO. See Note 10, "Common
Stock" to the Condensed Consolidated Financial Statements for additional details
on the IPO.

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


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Midcap Credit and Security Agreement



In September 2019, the Company entered into a Credit and Security Agreement with
Midcap Financial Trust (Midcap) and the other lenders party thereto (the Midcap
loan agreement). The Midcap loan agreement provided for a term loan facility
that included an initial tranche of $11.9 million. In July 2021, the Company
paid the balance due on the loan outstanding with Midcap. See Note 7, "Notes
Payable" to the Condensed Consolidated Financial Statements for additional
details.

Cash Flows
The following table is a summary of the Condensed Consolidated Statements of
Cash Flows for each of the periods presented below:

                                                                     Nine months ended September 30,
(in thousands)                                                             2021             2020
Cash used in operating activities                                   $        (97,456)   $  (53,972)
Cash used in investing activities                                           (219,501)       (4,149)
Cash provided by financing activities                                        454,744       236,100
Net increase (decrease) in cash and cash equivalents                $        137,787    $  177,979



Operating Activities
Cash used in operating activities was $97.5 million during the nine months ended
September 30, 2021. Cash used in operating activities increased from the nine
months ended September 30, 2020 as a result of higher costs incurred for
research and development and general and administrative due to the Company's
growth.
Cash used in operating activities was $54.0 million during the nine months ended
September 30, 2020. Cash used in operating activities increased from the nine
months ended September 30, 2019 due to higher costs incurred for research and
development and general and administrative due to the Company's growth.

Investing Activities
Cash used in investing activities was $219.5 million during the nine months
ended September 30, 2021. Cash used in investing activities primarily consisted
of investment purchases of $184.2 million and property and equipment purchases
of $35.3 million, which included $17.9 million for the purchase of a Dell EMC
supercomputer.

Cash used in investing activities was $4.1 million during the nine months ended
September 30, 2020. Cash used in investing activities included $2.6 million for
the Acquisition of Vium, Inc (Vium) and $2.1 million of capital expenditures
primarily for the purchase of lab equipment and leasehold improvements. The cash
outflows were partially offset by the proceeds from the note receivable. See
Note 3, "Acquisitions" to the Condensed Consolidated Financial Statements for
additional details on the Vium acquisition.

Financing Activities
Cash provided by financing activities was $454.7 million during the nine months
ended September 30, 2021. Cash provided by financing activities primarily
included $462.4 million of net proceeds from the IPO. Financing cash flows also
included an outflow of $12.7 million for the repayment of long-term debt on the
Midcap loan.

Cash provided by financing activities was $236.1 million during the nine months
ended September 30, 2020, which consisted primarily of proceeds from the sale of
preferred stock of $229.5 million. Financing cash flows also included $6.4
million of proceeds from the issuance of convertible notes. See Note 7, "Notes
Payable" to the Condensed Consolidated Financial Statements for additional
detail on the convertible notes.

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 filed with the SEC on April 16, 2021 in connection with our


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IPO. There were no significant changes in the Company's application of its critical accounting policies during the nine months ended September 30, 2021.

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.

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, amount other things,
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 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 the earlier of (1) December 31, 2026; (2) December 31 of the year in which we (a) become a "large accelerated filer;" or (b) have annual gross revenues of $1.07 billion or more; or (3) the date on which we have issued more than $1.0 billion of non-convertible debt over a three-year period.

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