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AI Governance Whitepaper

Self-hosted ATS AI for identity governance — architecture, copilots, and audit trail.

Executive Summary

  • Cloud AI APIs cannot process production role and permission data in regulated environments
  • AI Tech Secure deploys ATS AI on your infrastructure with grounded context APIs
  • Four copilots: Role Design, SOD, Access Assistant, and SAM
  • Human-in-the-loop: AI proposes, humans approve, workflows execute

Architecture

  • User question → AI Orchestration Service → on-prem ATS AI
  • Grounded context: roles, SoD rules, violations, usage, licenses, JML requests
  • Staged action proposal → explicit approval → workflow execution
  • Immutable audit chain for prompts, context, and approvals

Regulatory Fit

  • Data residency for RBI, FDA QA, and EU banking requirements
  • Explainable remediation narratives for SOX and GxP auditors
  • No auto-execution — every change requires authorized sign-off
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