Diligence memo · auto-generated · as of July 2, 2026
Vision Ai Inc.
Vision Ai Inc. looks fair against its niche peers and is at-risk on financing cadence.
Businessfiled
Vision Ai Inc. operates in AI / ML, based in MCLEAN.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Vision Ai Inc. has raised $1.3M in disclosed capital across 2 recorded rounds, aggregated from public filings. Its latest round is modeled as Pre-Seed (a round under $1.0M).
Largest single filing: $1.0M on 2022-11-02.
Most recent recorded round closed around 2023-12-11.
Valuation (modeled)modeled
Provath models Vision Ai Inc. at approximately $1.8M (range $163K–$7.3M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 0.68× the median modeled value of Pre-Seed AI / ML companies in 2022–2024 (85 peers) — value vs value, same stage and era. Within the normal band (68% of peer median) for its niche.
Financing rhythm & timingmixed
Historic cadence: a new round about every 13 months.
Last raise 2.6 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 was 4.0× smaller than the prior — a bridge or down round.
Comparablesmixed
Capital scale ranks ahead of 73% of AI / ML peers (2067 compared).
Modeled value ranks above 67% of those peers.
Closest niche peers: Semiotic AI, Inc., Strongest AI Inc., Quipus AI, Inc., Fabrica AI Corp., Ai Nutrition Corp..
Peoplefiled
7 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.