Deep Genomics logo

Deep Genomics

Toronto, Ontario, Canada Biotechnology Private

Deep Genomics is a Toronto-based biotechnology company that uses artificial intelligence to discover and develop RNA-based genetic medicines. Founded in 2015 by University of Toronto machine learning professor Brendan Frey, the company operates an AI platform that decodes RNA biology to identify drug targets and design oligonucleotide therapies for rare genetic diseases. Its lead programs include candidates for Wilson disease and other monogenic disorders. The company is transitioning from a platform-focused organization into a clinical-stage biopharma under CEO Brian O'Callaghan, appointed in 2023.

Overview

Company data and valuation marks are estimates and may be incomplete, stale, erroneous, or revised.

Founded

2015

Employees

51–200

Total Funding

$238M

4 rounds

Funding

Total raised $238M across 4 rounds

Funding data and valuation marks are estimates and may be incomplete, stale, erroneous, or revised.

Last updated 06-25-2026

Latest Round

Type

Series C

Date

July 28, 2021

Amount

$180M

Valuation

Lead Investors

SoftBank Vision Fund 2
DateRoundAmount RaisedValuationLead Investors
July 28, 2021 Series C $180M SoftBank Vision Fund 2
June 2020 Series B $40M Future Ventures
September 25, 2017 Series A $13M Khosla Ventures

Prominent Investors

Vision Fund Canada Pension Plan Investment Board Fidelity Management & Research Company Alexandria Venture Investments amplitudevc.com Khosla Ventures Magnetic Ventures True Ventures Alexandria Venture Investments Soft Bank Vision Fund 2 CPP Investments Fidelity Management & Research Company LLC Magnetic Ventures True Ventures Khosla Ventures Amplitude Ventures

Leadership

  • Brian O'Callaghan

    Chief Executive Officer

  • Brendan Frey

    Founder & Chief Innovation Officer

    LinkedIn
  • Greg Hoffman

    Chief Scientific Officer

  • Monika Kowalczyk

    Vice President of Platform Technology

Competitors

Competitor list is illustrative and may be incomplete, stale, or erroneous.

  • Insitro

    South San Francisco-based machine learning drug discovery company applying functional genomics to identify targets and design therapeutics.

  • Genesis Therapeutics

    AI-driven biotech using deep learning and molecular simulation for small-molecule drug discovery.

  • Envisagenics

    AI-driven RNA therapeutics company using its SpliceCore platform to identify RNA-based drug targets.

  • Stoke Therapeutics

    Publicly traded RNA-based medicines company developing antisense oligonucleotide therapies for severe genetic diseases.

  • Isomorphic Labs

    Google DeepMind spinout applying AI (AlphaFold lineage) to drug discovery via large pharma partnerships.

  • Recursion Pharmaceuticals

    Publicly traded AI-driven drug discovery company using high-content cellular imaging and machine learning.

Deep Genomics Investment FAQ

Public status and buying access

No. Deep Genomics is a private company and does not have a public stock ticker or trade on a public stock exchange. Its shares are generally held by founders, employees, investors, and other private shareholders. Buyers and sellers may be able to transact in Deep Genomics shares through private secondary transactions, but any transaction depends on share availability, buyer and seller agreement, transfer restrictions, company approval rights, and any applicable right of first refusal. There is no guarantee that Deep Genomics will complete an IPO or other liquidity event.

Yes, it is sometimes possible to buy Deep Genomics shares pre-IPO through private secondary transactions. This depends on finding a willing seller, company approval, and satisfying any transfer restrictions or rights of first refusal.

Buyers interested in buying Deep Genomics shares on the secondary market typically do so through SetterVC and other secondary-market platforms, subject to eligibility requirements, share availability, transfer restrictions, and issuer approval. Buyers may need to satisfy sophistication, accreditation, institutional, platform, regulatory, or other eligibility requirements before participating. Once eligible, buyers may be able to view listings, make bids, and work with a licensed broker through the transaction process. Buyers should ensure they have appropriate legal and financial advisors guiding them before completing any transaction.

Valuation and funding

Deep Genomics's latest disclosed funding round was a Series C round in July 28, 2021. The round raised approximately $180M, with SoftBank Vision Fund 2 listed as disclosed lead or major investors. Primary funding rounds are different from secondary transactions: in a primary round, capital goes to the company, while in a secondary transaction, investors buy existing shares from current shareholders. Funding-round data reflects publicly reported or collected information and may be incomplete.

Deep Genomics has raised approximately $238M in disclosed funding across 4 rounds. These figures reflect primary capital raised by the company and do not include every possible secondary transaction, undisclosed round, debt facility, or private transfer. Reported funding totals can change as new rounds are announced or older round details are corrected. Eligible users can use SetterVC to track Deep Genomics's funding history alongside private-market activity where available.

Deep Genomics's disclosed investors include Vision Fund, Canada Pension Plan Investment Board, Fidelity Management & Research Company, Alexandria Venture Investments, amplitudevc.com and Khosla Ventures. Investor lists are based on public reporting, company announcements, and collected funding-round data, and may be incomplete. Participation in a prior funding round does not mean those investors are currently buying or selling shares. On SetterVC, eligible users can review Deep Genomics's funding history, valuation history, and private-market activity alongside other venture-backed companies.

Market context

Deep Genomics's most-cited competitors include Insitro, Genesis Therapeutics, Envisagenics, Stoke Therapeutics, Isomorphic Labs and Recursion Pharmaceuticals. Investors often compare these companies by sector, product focus, valuation, funding raised, growth signals, investor base, and private-market activity.

Secondary-market demand for Deep Genomics shares can be affected by company performance, revenue growth, profitability, funding history, valuation, investor interest, sector momentum, public-market conditions, expected timing of a liquidity event, and the availability of shares for sale. Demand can also be affected by transfer restrictions, company approval rights, right of first refusal processes, limited information, and the price expectations of buyers and sellers. Strong demand does not guarantee strong pricing, liquidity, or investment returns. Weak demand does not necessarily reflect the company's long-term prospects. Demand signals should not be treated as a recommendation or prediction of investment performance. Buyers and sellers should treat demand signals as informational and conduct their own diligence before transacting.

Selling and transaction mechanics

Sellers often rely on intermediaries and platforms, such as SetterVC and other secondary-market platforms, to identify potential buyers. The exact process varies by company and transaction, but sellers often begin by confirming their ownership, desired price, transferability, and any company approval or notice requirements. If the seller agrees with a buyer on acceptable price and terms, the company may need to be notified through a share transfer notice or similar process. If a right of first refusal, company approval right, or other transfer restriction applies, the seller may need to wait until that process is completed. The parties may then execute a purchase and sale agreement, complete required transfer documentation, and close if all required conditions are satisfied. Sellers should always seek proper legal and financial advice before completing the transaction.

Yes, current and former Deep Genomics employees, early investors, and other existing shareholders may be able to sell vested shares before an IPO through a private secondary sale. This is not automatic; it depends on whether the shareholder has transferable shares, whether there is buyer demand, and whether the company's governing documents permit the transfer. Many companies require prior notice, company approval, or a right of first refusal before shares can be sold. Sellers should also seek proper legal and financial advice before proceeding.

A Deep Genomics secondary transaction usually involves an existing shareholder selling shares to a buyer before a public listing. The buyer and seller typically agree on price, number of shares, share class, and closing conditions. The seller may then need to notify Deep Genomics through a share transfer notice or similar process. If Deep Genomics or existing investors have approval rights, transfer restrictions, or a right of first refusal, those steps may need to be completed before the transfer can close. The parties typically enter into a purchase and sale agreement, complete any required transfer documentation, and close only if the necessary conditions are satisfied. Timing and certainty can vary by company and transaction.

In most private secondary transactions, parties commonly use a purchase and sale agreement that outlines price, terms, and conditions. They may also use share transfer documentation, often a stock transfer notice, share transfer notice, transfer instruction, or similar document, along with any required company approval or right of first refusal materials. Proof of ownership, such as a cap table entry, share certificate, brokerage statement, issuer confirmation, or administrator confirmation, may also be important. Buyers often request recent company financials, but private companies may limit disclosure. Since every deal varies, buyers and sellers should consult legal and financial advisors to understand which documents are needed.

Risk, diligence, and investor caution

Buying Deep Genomics shares pre-IPO is risky. Shares are illiquid, no IPO or liquidity event is guaranteed, valuations can change, transfers may require company approval, and private companies may provide limited financial disclosure. Be prepared for total loss. SetterVC and Setter Capital do not provide due diligence, legal, tax, accounting, valuation, or investment advice. Buyers must conduct their own due diligence, verify information, and seek independent legal and investment advice before proceeding.

Private secondary shares are typically illiquid. Unlike public stocks, there is no active public market, so selling them can be difficult and time-consuming. Sales depend on finding a willing buyer and often require company approval. Investors should be prepared to hold the shares for an extended period, with no guarantee of a future sale. Always assess your need for liquidity before investing.

SetterVC and Setter Capital do not provide due diligence, legal, tax, accounting, valuation, or investment advice. Buyers must conduct their own due diligence, including verifying ownership, transferability, legal structure, company approval, and assessing the company's prospects. SetterVC and Setter Capital do not provide advice on whether an investment is good, what price to pay, or what the best bid or ask is. SetterVC and Setter Capital may share documents in some circumstances, but it does not guarantee their accuracy or completeness. Due diligence is essential. Seek legal and investment advice as needed.

Before buying Deep Genomics shares, a buyer should try to review the share class, price per share, implied valuation, transfer restrictions, ROFR process, company approval rights, seller ownership evidence, recent financing or tender-offer information, available financial information, information rights, resale restrictions, tax considerations, and expected liquidity paths. Not all information may be available for a private company. Buyers should confirm available diligence, process details, and information needs with their own legal, tax, and investment advisers.

SPVs carry risks. Examples include the need to confirm the company allows SPV-based transfers, verify that the SPV truly owns the shares or interests it claims to own, and ensure it has not sold more interests than it holds. Due diligence is essential. Seek legal and investment advice as needed.

Forward contracts carry risks. Examples include the seller refusing to transfer the shares at the future date, even if the seller owns them, the seller going bankrupt with creditors claiming the shares, or the seller committing the same shares to multiple parties. Due diligence is essential. Seek legal and investment advice as needed.

Access live market data

Sign Up

Data collected with AI, which can make mistakes. Please double-check this information.