Diligence memo · auto-generated · as of July 2, 2026
Guide Labs Inc.
Guide Labs Inc. looks fair against its niche peers and is at-risk on financing cadence.
Businessfiled
Guide Labs Inc. operates in AI / ML, based in SAN FRANCISCO, CA, USA. Interpretable AI models and agents
Sub-sector tags: B2B, ai/ml.
Capital & rounds (filed)filed
Guide Labs Inc. has raised $9.3M in disclosed capital across 1 recorded round, aggregated from public filings. Its latest round is modeled as Series A (a $4.0M–$15M round).
Largest single filing: $9.3M on 2024-06-10.
Most recent recorded round closed around 2024-06-10.
Valuation (modeled)modeled
Provath models Guide Labs Inc. at approximately $57M (range $12M–$126M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 1.08× the median modeled value of Series A AI / ML companies in 2022–2024 (93 peers) — value vs value, same stage and era. Within the normal band (108% of peer median) for its niche.
Financing rhythm & timingmixed
Last raise 2.1 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.
Comparablesmixed
Capital scale ranks ahead of 87% of AI / ML peers (2067 compared).
Modeled value ranks above 86% of those peers.
Closest niche peers: Spice AI, Inc., Definitive Intelligence, Inc., Lang Artificial Intelligence, Inc., Fixie.ai Inc., Secure AI Labs, Inc..
Peoplefiled
2 named people on file across officers, directors and signatories.
Risks & flagsmixed
Overdue for a raise versus sector norm — distress or bridge risk.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.