Diligence memo · auto-generated · as of July 2, 2026
Lilia Ai, Inc.
Lilia Ai, Inc. looks fair against its niche peers and is active on financing cadence.
Businessfiled
Lilia Ai, Inc. operates in AI / ML, based in HOUSTON.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Lilia Ai, Inc. has raised $2.0M 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: $2.0M on 2026-03-12.
Most recent recorded round closed around 2026-03-12.
Valuation (modeled)modeled
Provath models Lilia Ai, Inc. at approximately $4.6M (range $1.8M–$7.7M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 0.76× the median modeled value of Seed AI / ML companies in 2025–2027 (69 peers) — value vs value, same stage and era. Within the normal band (76% of peer median) for its niche.
Financing rhythm & timingmixed
Last raise 4 mo ago; this sector typically re-raises about every 11 months.
Raising on or ahead of the sector's normal rhythm.
Comparablesmixed
Capital scale ranks ahead of 75% of AI / ML peers (2067 compared).
Modeled value ranks above 70% of those peers.
Closest niche peers: Cerebrium, Uniti AI, Inc., Kollegio AI Inc., JPB-ML Investors, LLC, Pavo 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.