Diligence memo · auto-generated · as of July 3, 2026
AutoLab AI, Inc.
AutoLab AI, Inc. looks under-valued against its niche peers and is dormant on financing cadence.
Businessfiled
AutoLab AI, Inc. operates in AI / ML, based in San Francisco.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
AutoLab AI, Inc. has raised $235M in disclosed capital across 4 recorded rounds, aggregated from public filings. Its latest round is modeled as Series D+ (a $100M–$400M round).
Largest single filing: $113M on 2018-05-15.
Most recent recorded round closed around 2022-04-06.
Valuation (modeled)modeled
Provath models AutoLab AI, Inc. at approximately $1.7B (range $397M–$3.1B). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Under-valued. Modeled value is 0.51× the median modeled value of Series D+ AI / ML companies in 2022–2024 (11 peers) — value vs value, same stage and era.
Financing rhythm & timingmixed
Historic cadence: a new round about every 16 months.
Last raise 4.2 yr ago; this sector typically re-raises about every 11 months.
Silent for over 3× the sector's normal cadence.
The last round was 1.6× smaller than the prior — a bridge or down round.
Comparablesmixed
Capital scale ranks ahead of 98% of AI / ML peers (2067 compared).
Modeled value ranks above 98% of those peers.
Closest niche peers: Inflection Ai, Inc., Shield AI Inc, Magic AI, Inc., Snyk Ltd, Vendr, Inc..
Peoplefiled
6 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.