Diligence memo · auto-generated · as of July 2, 2026
AI Lean Inc
AI Lean Inc looks fair against its niche peers and is active on financing cadence.
Businessfiled
AI Lean Inc operates in AI / ML, based in NEEDHAM.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
AI Lean Inc has raised $7.0M 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: $6.7M on 2025-12-18.
Most recent recorded round closed around 2025-12-18.
Valuation (modeled)modeled
Provath models AI Lean Inc at approximately $21M (range $9.0M–$32M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 0.86× the median modeled value of Series A AI / ML companies in 2025–2027 (70 peers) — value vs value, same stage and era. Within the normal band (86% of peer median) for its niche.
Financing rhythm & timingmixed
Historic cadence: a new round about every 33 months.
Last raise 6 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 24.0× from the prior — scaling.
Comparablesmixed
Capital scale ranks ahead of 85% of AI / ML peers (2067 compared).
Modeled value ranks above 79% of those peers.
Closest niche peers: Simplex, Farsight AI, Inc., 2Build AI, Inc., AI Optics Inc., EdgeRunner AI, Inc..
Peoplefiled
8 named people on file across officers, directors and signatories.
Risks & flagsmixed
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.