Diligence memo · auto-generated · as of July 2, 2026
Airbyte, Inc.
Airbyte, Inc. looks fair against its niche peers and is dormant on financing cadence.
Businessfiled
Airbyte, Inc. operates in AI / ML, based in SAN FRANCISCO, CA, USA. Context layer for production-grade AI agents
Sub-sector tags: AI, Artificial Intelligence, Data Engineering, Developer Tools, Open Source, ai/ml, devtools.
Capital & rounds (filed)filed
Airbyte, Inc. has raised $26M in disclosed capital across 1 recorded round, aggregated from public filings. Its latest round is modeled as Series B (a $15M–$40M round).
Largest single filing: $26M on 2021-05-20.
Most recent recorded round closed around 2021-05-20.
Valuation (modeled)modeled
Provath models Airbyte, Inc. at approximately $725M (range $64M–$2.4B). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 1.48× the median modeled value of Series B AI / ML companies in 2019–2021 (22 peers) — value vs value, same stage and era. Within the normal band (148% of peer median) for its niche.
Financing rhythm & timingmixed
Last raise 5.1 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 94% of AI / ML peers (2067 compared).
Modeled value ranks above 97% of those peers.
Closest niche peers: Nile AI, Inc., Outlier AI, Inc., ClosedLoop.ai Inc., Common Intelligence, LLC, Chooch Intelligence Technologies Co..
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.