Diligence memo · auto-generated · as of July 2, 2026
MultiSensor AI Holdings, Inc.
MultiSensor AI Holdings, Inc. looks over-valued against its niche peers and is active on financing cadence.
Businessfiled
MultiSensor AI Holdings, Inc. operates in AI / ML, based in BEAUMONT.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
MultiSensor AI Holdings, Inc. has raised $29M 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: $15M on 2024-07-01.
Most recent recorded round closed around 2025-10-24.
Valuation (modeled)modeled
Provath models MultiSensor AI Holdings, Inc. at approximately $47M (range $19M–$75M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Over-valued. Modeled value is 1.91× the median modeled value of Series A AI / ML companies in 2025–2027 (70 peers) — value vs value, same stage and era.
Financing rhythm & timingmixed
Historic cadence: a new round about every 16 months.
Last raise 8 mo ago; this sector typically re-raises about every 11 months.
Raising on or ahead of the sector's normal rhythm.
The last round was 1.1× smaller than the prior — a bridge or down round.
Comparablesmixed
Capital scale ranks ahead of 94% of AI / ML peers (2067 compared).
Modeled value ranks above 85% of those peers.
Closest niche peers: Simplex, Farsight AI, Inc., 2Build AI, Inc., AI Optics Inc., EdgeRunner AI, Inc..
Peoplefiled
12 named people on file across officers, directors and signatories.
Risks & flagsmixed
Modeled above niche peers — valuation risk on entry.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.