See It Work
See It Work
SYSTEM: OPERATIONAL OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: ASSET-INTENSIVE & MISSION-CRITICAL DEPLOYMENT: 3-6 MONTHS VIA APEX CONTROL LOOPS: 3,400+ SYSTEM: OPERATIONAL OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: ASSET-INTENSIVE & MISSION-CRITICAL DEPLOYMENT: 3-6 MONTHS VIA APEX CONTROL LOOPS: 3,400+

RESOURCES · LIBRARY

Find resources for your path to governed agentic operations.

Explore operating pressure, trusted context, decision architecture, governance, autonomy progression, implementation, and industry use cases.

Find the right resource for your stage — defining the operating path, building trusted context, governing decisions, proving readiness, or scaling bounded autonomy.

73 resources

FEATURED RESEARCH

The Cognitive Decision Loop.

RESEARCH PAPER van Schalkwyk · Green

The Cognitive Decision Loop: A Governed Architecture for Industrial AI Agents

A technical paper explaining why industrial AI agents need governed decision architecture, not only reasoning models. Introduces the Cognitive Decision Loop, ORPA, scored gates, Decision Trace and bounded actuation as an architecture for industrial agent control.

  • Agentic Operations
  • MAGS
  • Governance
  • Architecture

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