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Human in the LoopResponsible AIRelease GovernanceAuditability
FP Block

Human-in-the-Loop Release Decision System

An approval-led release workflow where AI-supported recommendations and actions remain bounded by evidence, accountability, and human authority.

The Challenge

AI can speed up readiness analysis, but regulated release decisions cannot become opaque or autonomous. Recommendations needed to remain traceable to evidence, and responsibility for deployment decisions needed to stay explicit.

System Workflow

  1. 01Structured release inputs around test evidence, approvals, documentation, rollback plans, monitoring, and business acceptance
  2. 02Used AI-assisted recommendations to support readiness review and ticket actions
  3. 03Required human approval before release decisions or governed actions could proceed
  4. 04Kept final go/no-go authority with the Release Manager

Human Controls

Human approval is required before governed actions execute

Final go/no-go authority remains explicitly assigned

Evidence, documentation, and decision inputs stay visible for review

The workflow is designed for auditability and responsible AI use

Impact & Evidence

01Reinforced accountability in an AI-enabled release process
02Made automation compatible with regulated readiness and approval requirements
03Supported faster analysis without delegating release authority to the system