Platform · Live · new here
Program evaluation — causal experimentation + tamper-evident pre-registration
Causal experimentation: hypothesis capture, tamper-evident pre-registration (SHA-256 digests), deterministic treatment assignment, power planning, persisted lift estimates. The efficacy-trial engine behind 'pre-register your own trial and price the result'.
- Cluster
- Platform
- Type
- algo
- Status
- Live
- Used by
- people-analytics-toolbox
Maturity evidence
- Functioning
- Live spoke: REST /api/spokes/program-evaluation/experiments + MCP program-evaluation.lift.estimate (fully MCP-wired, multiple functional tools); contract registry + health aggregate; check:spokes green.
- Valuable
- Live + MCP-callable; no direct SKU — the efficacy moat (LEARN-STRAT: pre-registered efficacy trial as a differentiated line item), not a standalone SKU yet.
- Understood
- src/spokes/program-evaluation/README.md documents role + contract.
- Integrated
- Composes into the Learning Layer efficacy story; no dedicated product surface yet.
How to use it
- REST
- /api/spokes/program-evaluation/experiments
- MCP
- program-evaluation.lift.estimate
- Data
- src/spokes/program-evaluation/
Other Platform capabilities
- Comp audit self-serve — CSV intake, free validate, commerce-gated watermarked run (HO-155)
- Gift pass — gifted ownership on the entitlement store (magic-link claim)
- JobFrame canonical Job Family × Focus × Level taxonomy + classifier
- SMB pay-system wizard — chocolate/vanilla over the pay-system catalog
- Support channel — portfolio-wide /support form → ticket store → operator email
- Ask-your-data — generalizable NL→rank→tier→cite spoke (HO-378)
- Diagnostic acquisition — next-best-ask over a live hypothesis set
- Executive-Priorities Elicitation Instruments (static catalog)
Capability detail sourced from the People Analytics Toolbox capability feed (source of truth), snapshot retrieved 2026-07-23.