Diligence memo · auto-generated · as of July 2, 2026
PROVEN Group, Inc.
PROVEN Group, Inc. looks fair against its niche peers and is dormant on financing cadence.
Businessfiled
PROVEN Group, Inc. operates in AI / ML, based in ST. PETERSBURG, CA, USA; Remote. PROVEN is using AI, data and personalization to disrupt CPG
Sub-sector tags: Artificial Intelligence, Consumer, E-commerce, Machine Learning, ai/ml.
Capital & rounds (filed)filed
PROVEN Group, Inc. has raised $12M 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: $12M on 2021-10-26.
Most recent recorded round closed around 2021-10-26.
Valuation (modeled)modeled
Provath models PROVEN Group, Inc. at approximately $239M (range $16M–$959M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 1.19× the median modeled value of Series A AI / ML companies in 2019–2021 (48 peers) — value vs value, same stage and era. Within the normal band (119% of peer median) for its niche.
Financing rhythm & timingmixed
Last raise 4.7 yr ago; this sector typically re-raises about every 11 months.
Only one round on record and long silent — often defunct, acquired, or gone quiet.
Comparablesmixed
Capital scale ranks ahead of 89% of AI / ML peers (2067 compared).
Modeled value ranks above 93% of those peers.
Closest niche peers: TARA Intelligence Inc., Castle Intelligence, Inc., CrowdAI, Inc., Socrates AI, Inc., Roger.ai, Inc..
Peoplefiled
4 named people on file across officers, directors and signatories.
Risks & flagsmixed
Financing has been silent well beyond sector cadence — possibly defunct, acquired, or paused.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.