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Deep Genomics: Business Overview, Financials & Competitive Analysis

Deep Genomics is an AI-powered platform for RNA biology that accelerates genetic therapy discovery. The company focuses on untangling complex RNA data to identify novel targets and therapeutic candidates for genetic c...

Analyst-debate audio for Deep Genomics

AskCyborg analysts argue the bull and bear cases for Deep Genomics across 11 stress-tested dimensions. Listen on your commute -- faster than reading the 30-page report.

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What's in This Report
8/ 10Strong

Cyborg Score thesis

Deep Genomics is a capital-efficient, AI-first biotech that is leveraging machine learning to compress drug discovery timelines...

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Industry Clinical AI & Drug Discovery
6 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: August 31, 2026
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Deep Genomics Overview

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Deep Genomics is an AI-powered platform for RNA biology that accelerates genetic therapy discovery. The company focuses on untangling complex RNA data to identify novel targets and therapeutic candidates for genetic conditions, leveraging a proprietary AI platform including its flagship BigRNA model that uses machine learning to analyze vast RNA biology data. This positions Deep Genomics as a pioneer in applying advanced AI to address previously intractable genetic diseases through RNA-based therapeutics.

Strategic Profile

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The company's AI platform accelerates early-stage drug discovery and the design of RNA-based therapies. Deep Genomics ranks 9th among 788 active AI-drug discovery competitors and stands 4th in total funding within its competitive set. With significant venture backing and a focused platform approach, the company is positioned as a leading pure-play AI drug discovery platform for rare and genetic diseases where RNA therapeutics can address unmet clinical needs.

Competitive Landscape

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Competitors include OneThree Biotech, Caris Life Sciences, Phenomic AI, Genesis Molecular AI, and Stoke Therapeutics. Other notable players in AI drug discovery include Atomwise (University of Toronto-affiliated) and UK-based Exscientia (also SoftBank-backed); Deep Genomics' differentiator is that its AI can program RNA therapy for almost any gene at any genetic position. Deep Genomics is the most focused on RNA-specific drug discovery and design.

Industry Context

Deep Genomics operates in Clinical AI & Drug Discovery.

Key facts

Founded: 2014 · Headquarters: Toronto, Canada · Employees: 108 (as of April 2026) · Revenue: Not publicly disclosed · Market cap: N/A

What the analysts stress-tested

The top findings that survived the multi-agent debate for Deep Genomics.

  • Deep Genomics has raised a total of $238M over 4 rounds from 18 investors, establishing substantial financial runway to execute on expanding its drug discovery pipeline and advancing candidates toward clinical validation.
  • The company's BigRNA model uses machine learning to identify therapeutic targets and evaluate candidates more efficiently than traditional approaches, accelerating early-stage drug discovery and RNA therapy design. This technological moat helps Deep Genomics compress discovery timelines and reduce failure risk.
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Recent developments

Material events tracked by the AskCyborg corpus.

  • October 2025Thong Q. Le and Paul Sekhri joined Deep Genomics' Board of Directors, expanding strategic oversight and biotech/AI expertise
  • April 2026Employee count reached 108 full-time staff, reflecting organizational growth to support pipeline expansion
  • +1 moreTrack every material event for Deep Genomics as it happens. Explore monitoring →
Get alerted when Deep Genomics has a new material development →

Named competitors

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Industry context

Deep Genomics operates in Clinical AI & Drug Discovery. See how the rest of the sector scores on the Cyborg framework.

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Sources: public filings, regulatory data, news flow, and proprietary analyst signals. Read the methodology →

Frequently asked questions

What does Deep Genomics do?+
Deep Genomics is an AI-powered platform for RNA biology that accelerates genetic therapy discovery. The company focuses on untangling complex RNA data to identify novel targets and therapeutic candidates for genetic c...
What is Deep Genomics's Cyborg Score?+
Deep Genomics has a Cyborg Score of 8/10 (Strong). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are Deep Genomics's main competitors?+
Named competitors include Atomwise, Exscientia, Phenomic AI, Genesis Molecular AI. The full competitive landscape is in the AskCyborg report.
How can I get the full Deep Genomics research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the Deep Genomics research?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

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