Diligence memo · auto-generated · as of July 2, 2026
Unbabel, Inc.
Unbabel, Inc. looks over-valued against its niche peers and is dormant on financing cadence.
Businessfiled
Unbabel, Inc. operates in AI / ML, based in SAN FRANCISCO, CA, USA; Lisbon, Lisbon, Portugal; London, England, United Kingdom; Pittsburgh, PA, USA; Timișoara, TM, Romania; Cebu City, Central Visayas, Philippines. AI-powered Language Operations platform
Sub-sector tags: B2B, Operations, ai/ml.
Capital & rounds (filed)filed
Unbabel, Inc. has raised $74M in disclosed capital across 2 recorded rounds, aggregated from public filings. Its latest round is modeled as Series C (a $40M–$100M round).
Largest single filing: $60M on 2019-09-09.
Most recent recorded round closed around 2019-09-09.
Valuation (modeled)modeled
Provath models Unbabel, Inc. at approximately $2.5B (range $227M–$6.5B). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Over-valued. Modeled value is 1.52× the median modeled value of Series C AI / ML companies in 2019–2021 (6 peers) — value vs value, same stage and era.
Financing rhythm & timingmixed
Historic cadence: a new round about every 21 months.
Last raise 6.8 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 4.2× from the prior — scaling.
Comparablesmixed
Capital scale ranks ahead of 97% of AI / ML peers (2067 compared).
Modeled value ranks above 98% of those peers.
Closest niche peers: Optimizely, Inc., Clara Holdings Ltd, Clarity AI, Inc., Jupiter Intelligence, Inc., Apex.AI, Inc..
Peoplefiled
8 named people on file across officers, directors and signatories.
Risks & flagsmixed
Financing has been silent well beyond sector cadence — possibly defunct, acquired, or paused.
Modeled above niche peers — valuation risk on entry.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.