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Invisible

Data major building expert-verified RL environments from real workflows

Data majorDomain expertsCoding and SWE

Invisible builds RL environments informed by real workflows and verified by domain experts, with examples such as airline operations and tax preparation. Its environments include rewards, rubrics, automated checks, human-annotated reference trajectories and difficulty scaling. In March 2026 it agreed to buy WeCP, which brought infrastructure for RL gyms and task simulation.

Best for: Operations-heavy domain environments such as airline and tax workflows

$100M raise (Sep 2025)

  • ✓ Bespoke builds
  • – Platform or hub
  • – Open source
  • – Publishes prices
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Facts checked November 9, 2026 against the sources listed below. Invisible does not pay to appear here.

1 Legal nameInvisible Technologies, Inc.
2 HeadquartersNot disclosed
3 FoundedNot disclosed
4 TeamNot disclosed
5 DeliveryBespoke builds
6 ExclusivityNot disclosed
7 Customers and partnersLists Microsoft, AWS and Cohere in press-release boilerplate, not specifically for RL environments.
8 Published pricesNot disclosed

Worth knowing before you sign

  • No named RL-environment customers; the case-study area on its RL page is empty
  • Reported >$2B valuation and lead investor are not confirmed by the company
  • Little public benchmark or research output on environments

Go to Invisible's site

Sources

  1. Invisible RL environments page
  2. Invisible homepage
  3. Invisible: WeCP acquisition
  4. Bloomberg: valuation
  5. Tech Company News: $100M round

Work at Invisible? Send corrections with a source to editors@toprlenvironments.com. We fix verified errors within five business days.

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