Diligence memo · auto-generated · as of July 2, 2026
Overview Corp
Overview Corp looks fair against its niche peers and is quiet on financing cadence.
Businessfiled
Overview Corp operates in AI / ML, based in SAN FRANCISCO, CA, USA. Reshaping industrial quality with AI, hardware, and software
Sub-sector tags: AI, Computer Vision, Deep Learning, IoT, Manufacturing, ai/ml.
Capital & rounds (filed)filed
Overview Corp has raised $3.8M in disclosed capital across 1 recorded round, aggregated from public filings. Its latest round is modeled as Seed (a $1.0M–$4.0M round).
Largest single filing: $3.8M on 2024-11-08.
Most recent recorded round closed around 2024-11-08.
Valuation (modeled)modeled
Provath models Overview Corp at approximately $17M (range $3.3M–$42M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 0.96× the median modeled value of Seed AI / ML companies in 2022–2024 (73 peers) — value vs value, same stage and era. Within the normal band (96% of peer median) for its niche.
Financing rhythm & timingmixed
Last raise 20 mo ago; this sector typically re-raises about every 11 months.
Slightly overdue versus sector cadence.
Comparablesmixed
Capital scale ranks ahead of 80% of AI / ML peers (2067 compared).
Modeled value ranks above 77% of those peers.
Closest niche peers: MD.ai, Inc., Edge AI Solutions Inc., Operative Intelligence Holdings Inc., Bookend AI Inc., Globus AI, Inc..
Peoplefiled
3 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.