Learning-to-Capability Pipeline
Overview
End-to-end: enroll → track → complete → verify → grant. Compose the Academy patterns into one governed pipeline with optional HITL before production grants.
Why this matters
- Zero Barriers + Capability Truth Layer
- Optional human approval before high-risk grants
- Provenance across every step
Pipeline flow
flowchart LR
enroll[Enroll in course] --> track[Track progress]
track --> complete[Complete module]
complete --> verify[Verify completion]
verify --> evidence[Ingest evidence]
evidence --> grant[Grant capability]
grant --> hitl{High risk?}
hitl -->|yes| approval[Human approval]
hitl -->|no| route[HumanOS routes on capability]
approval --> route
Each step maps to a dedicated Academy or HumanOS pattern — compose them in order for governed reskilling.
Try it
>
SDK:
Use cases
- Enterprise reskilling programs
- Partner enablement with governed unlocks
- Regulated workforce readiness