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Academy

Capability is built, not claimed.

Academy is where humans grow verifiable capability on the trust layer — training that feeds the same Capability Graph as real work. We are building toward it in the open: the engine underneath is live, the guided learner surface is early.

Where Academy stands today

Building toward

We publish this page as vision plus honest status — not as a shipped product. What runs today: the protocol capability engine that turns governed work into capability evidence in every deployment, and the Academy Studio authoring tools that let organizations build learning paths against it. What is still early: the guided, learn-by-doing surface for individual learners — simulations, labs, and credentials. We would rather tell you that plainly than sell you a course catalog that does not exist.

A live system, not a course catalog

Traditional platforms show videos, run quizzes, and print certificates. Academy is being built as a live system: it ingests the credentials and experience you already have, personalizes a path around your actual gaps, trains you against real workflow simulations with real agents as counterparts — and every completed exercise produces verifiable capability evidence in your Passport.

Training and production work feed the same Capability Graph, so a capability earned in Academy is the same object that routing trusts in production. No parallel résumé. No transcript silo.

Why it exists

AI is repricing work faster than institutions can retrain people. The answer is not another paywalled course library — it is a path from displaced capability to demonstrated capability, wired directly into where the work happens. Academy graduates will not get a PDF; they will get routing eligibility in Workforce Cloud.

  • Re-skilling is never paywalled for the human. Enterprises fund the model; individuals never pay to rebuild their livelihood. This is a design commitment, not a promotion.
  • Evidence over certificates. Completion produces verifiable task proofs, not attendance records.
  • Your foundation counts. Degrees, certifications, and experience are ingested as capability evidence — Academy builds on what you bring instead of ignoring it.

What you can touch today

The capability engine is not waiting on Academy — it runs now, in every deployment. Work performed under HumanOS already generates capability evidence, and organizations can author structured learning paths with Academy Studio through the API, SDK, and CLI. If you are an enterprise planning re-skilling at scale, we are working with early partners on exactly that.