Diligence memo · auto-generated · as of July 2, 2026
Definitive Intelligence, Inc.
Definitive Intelligence, Inc. looks over-valued against its niche peers and is at-risk on financing cadence.
Businessfiled
Definitive Intelligence, Inc. operates in AI / ML, based in LOS ALTOS.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Definitive Intelligence, Inc. has raised $21M in disclosed capital across 2 recorded rounds, aggregated from public filings. Its latest round is modeled as Series A (a $4.0M–$15M round).
Largest single filing: $14M on 2022-10-18.
Most recent recorded round closed around 2022-10-18.
Valuation (modeled)modeled
Provath models Definitive Intelligence, Inc. at approximately $187M (range $19M–$599M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Over-valued. Modeled value is 3.53× the median modeled value of Series A AI / ML companies in 2022–2024 (93 peers) — value vs value, same stage and era.
Financing rhythm & timingmixed
Historic cadence: a new round about every 6 months.
Last raise 3.7 yr ago; this sector typically re-raises about every 11 months.
Past due for a raise versus sector cadence — watch for distress or a bridge.
The last round stepped up 2.4× from the prior — scaling.
Comparablesmixed
Capital scale ranks ahead of 92% of AI / ML peers (2067 compared).
Modeled value ranks above 92% of those peers.
Closest niche peers: Spice AI, Inc., Lang Artificial Intelligence, Inc., Fixie.ai Inc., Secure AI Labs, Inc., Ventrilo.ai, Inc..
Peoplefiled
4 named people on file across officers, directors and signatories.
Risks & flagsmixed
Overdue for a raise versus sector norm — distress or bridge risk.
Modeled above niche peers — valuation risk on entry.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.