rl-list.com
UPDATED 2026.06.07
rl-list.com · Vendors · Habitat Inc
#25

Habitat Inc

Commercial
low confidence
www.habitat.inc ↗ · Status: active reported · Founded unknown

Habitat Inc is an early-stage commercial vendor (2-10 employees, New York HQ) building reinforcement-learning environments for white-collar / work automation, with stated focus on code and desktop-style (computer use) interaction tasks for training agentic AI models. It appears in third-party listings of RL-environment suppliers serving AI labs. No funding, customer, or certification information is publicly available.

Key facts
Headquarters
New York, NY, USAreported cite
Headcount band
1-10reported cite
Total raised
unknown
Last round
unknown
SOC 2
unknown
What they sell
environmentsreported cite
Open source
noestimated
Deployment
unknown

Scale & velocity

Current headcount
2-10 (approx 5 associated on LinkedIn)reported cite
Headcount growth
unknown
Open roles
unknown
Other locations
unknown cite
Distributed / remote
unknown

Research depth

Has researchers
unknown
Researcher count
unknown
Backgrounds
Maxim Enis (co-founder), Williams College '24; prior Ramp association per LinkedIn; co-author (with Mark Hopkins, Williams) of arXiv:2404.13813 'From LLM to NMT: Advancing Low-Resource Machine Translation with Claude' (2024, academic, predates company), Andrew Megalaa (co-founder), Williams College '24reported cite
Papers / benchmarks
unknown

Capital

Total raised
unknown
Last round
unknown
Investors
unknown
Valuation
unknown
Revenue signals
unknown

Security & compliance

SOC 2
unknown
Other certifications
unknown
Security page
unknown

Product

What they sell
environmentsreported cite
Open source
noestimated
License
unknown
Deployment model
unknown
Maturity
unknown
Notable customers
unknown

Buyer analysis

Best fit: Buyers needing RL environments that simulate enterprise/desktop and coding workflows to post-train computer-use and coding agents.

How we verified this

Independently re-verified. Company identity CONFIRMED as the correct entity matching the directory note 'RL for the automation of work': LinkedIn tagline 'RL environments for white-collar work', plus alignlist, SemiAnalysis, and chemistry.vc all describe habitat.inc as an RL-environments vendor for code/computer-use/work-automation tasks. Headcount (2-10 / band 1-10) and NY HQ confirmed via LinkedIn public page. ALL funding fields (total_raised, last_round, valuation, investors) remain unknown, no Crunchbase, press, or announcement exists for this Habitat; same-named Crunchbase results are unrelated companies. Customers, SOC2, and certifications all unknown/empty, no trust page or third-party confirmation; no frontier-lab customer tie found. Corrected an over-asserted SF office (single-profile inference → unknown) and tightened the founder research-paper attribution (academic, co-authored with Mark Hopkins, predates company; not a company benchmark). Founded year remains unknown. Overall confidence: low.

Related vendors

Sources

  1. www.habitat.inc/ · 2026-06-07, Official site; JS-rendered, no extractable marketing copy via fetch
  2. www.linkedin.com/company/habitat-ai-inc · 2026-06-07, Public company page: '2-10 employees', tagline 'RL environments for white-collar work', NY address, website habitat.inc
  3. www.linkedin.com/in/maximenis/ · 2026-06-07, Maxim Enis, at Habitat Inc, SF, Williams College 2020-2024, prior Ramp connection; ML/translation research
  4. www.linkedin.com/in/andrewmegalaa/ · 2026-06-07, Andrew Megalaa, at Habitat Inc (profile fetch blocked HTTP 999; confirmed via search snippet)
  5. www.instagram.com/p/C6ra5D1PrGo/ · 2026-06-07, References Maxim Enis '24 and Andrew Megalaa as winning Williams College students
  6. alignlist.com/guides/top-40-rl-environments-startups-and-companies · 2026-06-07, Lists Habitat (habitat.inc), domain 'Code, Computer Use', 'targets code and desktop-style interaction environments for practical agent workflows'
  7. newsletter.semianalysis.com/p/rl-environments-and-rl-for-science · 2026-06-07, Names Habitat among RL-environment companies (with DeepTune, Fleet, Vmax, Turing, Mechanize, Preference Model, Bespoke Labs, Veris.ai)
  8. www.chemistry.vc/post/rl-reigns-supreme · 2026-06-07, Describes Habitat as building 'hundreds of diverse, programmatically verifiable problems just out of reach of current models'
Last updated 2026-06-07 · Every quantitative field carries a source and a confidence tag. Fields we could not source publicly are marked unknown, never estimated. See the methodology.