Proof & ROI
Auditable receipts on every decision and call. A pragmatic ROI model you can defend with real usage and avoided costs.
Receipts (audit)
Every call emits a signed, hash‑chained receipt with decision_id, policy snapshot, and schema/pin hashes for forensic joins.
- Gate → Decide → Enforce → Prove linkage
- Budget 402 over‑cap with clear reason
- SIEM export and analytics joins
ROI model
Per‑product levers for time‑to‑value, spend avoided, audit time saved, and incident prevention; ties to receipts and usage.
- Studios levers (endpoints, runs, DUs, MAUs)
- Cost baselines and sensitivity ranges
- Export for CFO review
Next steps
- Enable receipts and export a 1‑day sample
- Run the ROI model with your inputs
- Align with finance; plan rollout by endpoints