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+

MAGS ARCHITECTURE

The agent is the governed decision architecture around the model.

XMPro MAGS agents are defined through parameters: roles, profiles, tools, measures, prompts, objective functions, utility functions, policy constraints, thresholds, action rights, escalation rules, memory settings, and trace requirements. The model can change; the operating logic stays governed.

Configured, versioned, reusable, and model-independent.

What gets configured

  • Agent role and profile
  • Team membership and operating scope
  • Measures and trusted context
  • Approved tools
  • Prompts and required fields
  • Objective functions and utility functions
  • Policy constraints and deontic rules
  • Reflection thresholds and memory settings
  • Action definitions and authority limits
  • Human review, approval, escalation, FRS, and Action Agent paths
  • Decision Trace requirements