Diligence memo · auto-generated · as of July 3, 2026
Abridge AI Inc.
Abridge AI Inc. looks over-valued against its niche peers and is active on financing cadence.
Businessfiled
Abridge AI Inc. operates in AI / ML, based in Philadelphia.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Abridge AI Inc. has raised $458M in disclosed capital across 3 recorded rounds, aggregated from public filings. Its latest round is modeled as Series D+ (a $100M–$400M round).
Largest single filing: $316M on 2025-06-12.
Most recent recorded round closed around 2025-06-12.
Valuation (modeled)modeled
Provath models Abridge AI Inc. at approximately $3.0B (range $1.8B–$3.7B). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Over-valued. Modeled value is 2.17× the median modeled value of Series D+ AI / ML companies in 2025–2027 (8 peers) — value vs value, same stage and era.
Financing rhythm & timingmixed
Historic cadence: a new round about every 43 months.
Last raise 13 mo ago; this sector typically re-raises about every 11 months.
Raising on or ahead of the sector's normal rhythm.
The last round stepped up 2.2× from the prior — scaling.
Comparablesmixed
Capital scale ranks ahead of 99% of AI / ML peers (2067 compared).
Modeled value ranks above 99% of those peers.
Closest niche peers: Counsel AI Corp, Rezolve Ai Plc, Celestial AI Inc., Goodfire AI, Inc., Nomos AI, Inc..
Peoplefiled
6 named people on file across officers, directors and signatories.
Risks & flagsmixed
Modeled above niche peers — valuation risk on entry.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.