SAFR whitepaperp. 11
Auto-Execute
Outcome: the action proceeds without human intervention.
Disposition Engine
Four outcomes, calibration factors, thresholds
Glossary
SAFR whitepaperp. 10
Deny
Outcome: the action is rejected before execution, with a specific reason recorded.
SAFR whitepaperpp. 10–11
Disposition Engine
The component that evaluates an action against applicable controls and resolves it to one of four outcomes.
SAFR whitepaperp. 11
Escalate
Outcome: the action is held pending human review.
SAFR whitepaperp. 11
Observe
Outcome: the action proceeds but is flagged and logged for later review.
Resources
BuildFin.ai / MASIndustry
Safeguards for Agentic Finance at Runtime (v1.0)
The source document. Defines the envelope, the four components, and the four outcomes. Start here.
AcademicCited in SAFR
Scalable runtime governance for agentic AI in financial services
Bounded capabilities, runtime telemetry, continuous authorisation, tiered containment. Closest academic neighbour to SAFR.