Diligence memo · auto-generated · as of July 2, 2026
Comma.ai, Inc.
Comma.ai, Inc. looks fair against its niche peers and is dormant on financing cadence.
Businessfiled
Comma.ai, Inc. operates in AI / ML, based in San Diego.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Comma.ai, Inc. has raised $18M in disclosed capital across 3 recorded rounds, aggregated from public filings. Its latest round is modeled as Series A (a $4.0M–$15M round).
Largest single filing: $10.0M on 2021-11-09.
Most recent recorded round closed around 2021-11-09.
Valuation (modeled)modeled
Provath models Comma.ai, Inc. at approximately $197M (range $13M–$782M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 0.98× the median modeled value of Series A AI / ML companies in 2019–2021 (48 peers) — value vs value, same stage and era. Within the normal band (98% of peer median) for its niche.
Financing rhythm & timingmixed
Historic cadence: a new round about every 34 months.
Last raise 4.6 yr ago; this sector typically re-raises about every 11 months.
Silent for over 3× the sector's normal cadence.
The last round stepped up 2.0× from the prior — scaling.
Comparablesmixed
Capital scale ranks ahead of 91% of AI / ML peers (2067 compared).
Modeled value ranks above 92% of those peers.
Closest niche peers: TARA Intelligence Inc., Castle Intelligence, Inc., CrowdAI, Inc., Socrates AI, Inc., Roger.ai, Inc..
Peoplefiled
5 named people on file across officers, directors and signatories.
Risks & flagsmixed
Financing has been silent well beyond sector cadence — possibly defunct, acquired, or paused.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.