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Transfyr
Physical-AI observability layer that turns lab bench work into data
About Transfyr
Transfyr (Transfyr Bio, Inc.) is a Cambridge, Massachusetts-based company building a physical-AI observability layer for laboratory science. It combines sensor stacks with multimodal AI models to capture bench execution, operator intent, environmental variables and instrument telemetry as machine-readable data, so the tacit knowledge in wet-lab work can be recorded, reproduced and used to train AI. The company is led by co-founder and CEO Anna Marie Wagner, formerly Head of AI and Corporate Development at Ginkgo Bioworks, and co-founder and Chief Innovation Officer Dr. Renee Wegrzyn, founding Director of ARPA-H. Transfyr emerged from stealth on 26 August 2026 with a $25 million seed round led by General Catalyst, with Lux Capital, Breakout Ventures, Factory, Neo, SV Angel, MVP Ventures, Underscore VC, Lyda Hill and angel investors including David Baker, Chris Ré, Jakob Uszkoreit, Ken Frazier, Stephen Quake and Kevin Weil. The funds will expand the team, build in-house wet-lab data generation and scale deployments with diagnostic, academic, workforce and frontier-AI partners. Sources: Business Wire / Transfyr news 26 Aug 2026; FinSMEs 26 Aug 2026; General Catalyst LinkedIn 27 Aug 2026.
Source: Dealroom company dataAt a glance
- Status
- Operational
- Founded
- 2025
- Headquarters
- Cambridge, United States
- Open positions
- None listed
- Dealroom signal
- 53.7/100
- Industry
- Health
- Sub-industry
- BioTechnology
- Sector
- Biotech & Life Sciences, Biotechnology, Health and Wellness, Core AI, Tech for Biotech and Pharma, Biotech and Pharma, MLops, genAI Model Maker, Woman Founder
- Technology
- Artificial Intelligence, Deep Tech
- Business model
- SaaS
- Client focus
- b2b
Knowledge graph
More headlines
Funding history
Company financing events and reported valuations.
| Deal type | Date | Amount | Valuation | Investors | Source |
|---|---|---|---|---|---|
| SEED✓Equity / VC | Aug 2026 | $25M | $100M | Underscore VC · Factory · Breakout Ventures · Lux Capital | ↗ |
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Investments and acquisitions
Recent portfolio relationships for companies that also act as investors or acquirers.
Investors
From Dealroom's funding and investor records, grouped by the round each investor first entered.
Seed9 investors entered at this stage
General Catalyst
Underscore VC
Factory
Breakout Ventures
Lux Capital
SV Angel
MVP Ventures
Lyda Hill- NENEO
Source: Dealroom Talent Intelligence.
Global footprint
Market sentiment
An AI-synthesised read of the highest-engagement posts about Transfyr on X, ranked by likes and reposts, corporate channels excluded.
Reading the room on X — pulling top posts and synthesizing themes…
Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour
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