Diligence memo · auto-generated · as of July 2, 2026
Junction AI Inc.
Junction AI Inc. looks under-valued against its niche peers and is dormant on financing cadence.
Businessfiled
Junction AI Inc. operates in AI / ML, based in Dallas.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Junction AI Inc. has raised $867K 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: $634K on 2018-02-28.
Most recent recorded round closed around 2021-03-03.
Valuation (modeled)modeled
Provath models Junction AI Inc. at approximately $8.7M (range $152K–$80M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Under-valued. Modeled value is 0.64× the median modeled value of Pre-Seed AI / ML companies in 2019–2021 (34 peers) — value vs value, same stage and era.
Financing rhythm & timingmixed
Historic cadence: a new round about every 12 months.
Last raise 5.3 yr ago; this sector typically re-raises about every 11 months.
Silent for over 3× the sector's normal cadence.
The last round stepped up 1.8× from the prior — scaling.
Comparablesmixed
Capital scale ranks ahead of 71% of AI / ML peers (2067 compared).
Modeled value ranks above 74% of those peers.
Closest niche peers: Intelligent Analytics Corp, Complete Intelligence Technologies, Inc., reAlpha.ai, Inc., Cygnus-AI Inc., Aggregate Intelligence, Inc..
Peoplefiled
3 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.