Diligence memo · auto-generated · as of July 2, 2026
Osmosis Holdings, LP
Osmosis Holdings, LP looks fair against its niche peers and is dormant on financing cadence.
Businessfiled
Osmosis Holdings, LP operates in AI / ML, based in GRAND CAYMAN, CA, USA. Reinforcement Learning (RL) for AI Agents
Sub-sector tags: Artificial Intelligence, Infrastructure, Machine Learning, Reinforcement Learning, ai/ml, devtools.
Capital & rounds (filed)filed
Osmosis Holdings, LP has raised $233M in disclosed capital across 2 recorded rounds, aggregated from public filings. Its latest round is modeled as Series D+ (a $100M–$400M round).
Largest single filing: $177M on 2021-07-31.
Most recent recorded round closed around 2021-07-31.
Valuation (modeled)modeled
Provath models Osmosis Holdings, LP at approximately $5.3B (range $983M–$10.3B). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 0.95× the median modeled value of Series D+ AI / ML companies in 2019–2021 (8 peers) — value vs value, same stage and era. Within the normal band (95% of peer median) for its niche.
Financing rhythm & timingmixed
Last raise 4.9 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 3.2× from the prior — scaling.
Comparablesmixed
Capital scale ranks ahead of 98% of AI / ML peers (2067 compared).
Modeled value ranks above 99% of those peers.
Closest niche peers: GrubMarket, Inc., Highspot, Inc., Amplitude, Inc., Tanium Inc., Vectra AI, Inc..
Peoplefiled
1 named person 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.