Governed AI Workspace

Governed AI Glossary

Core concepts behind ifCEM — From AI Tools to Trusted Intelligence. Each term links to a definition, why it matters, and how ifCEM applies it.

• Governed AI WorkspaceDefinition of governed AI workspace and how ifCEM applies governance before AI responds.
• Supervisor-Worker ArchitectureHow ifCEM separates governance (Supervisor) from governed task execution (Workers and Tools).
• AI Governance Before ExecutionGovernance applied before AI acts — policy, permission, and confidence checks upstream.
• Malleable IntelligenceIntelligence that adapts to context, experience, and modularity — the ifCEM design principle I = f(c + e + m).
• Context-Aware AIAI that assembles workspace context and checks boundaries before responding.
• AI Audit TrailRecorded evidence of what AI did, why, and which policies were checked.
• Policy-Aware AIAI that evaluates policies and permissions before continuing, clarifying, or refusing.
• Shadow AIUngoverned AI use outside approved tools and policies — and why teams need a governed alternative.