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+

Blog

whitepapers

2 posts in whitepapers.

2 posts

whitepapersOct 2, 20263 min read

Software-Defined Operations: Change How Operations Work

A new book from XMPro CEO Pieter van Schalkwyk. Software-Defined Operations is an architectural pattern that decouples operational decision and coordination logic from applications, automation and infrastructure, so it can be configured, changed and governed through software. 44 pages, free PDF.

Pieter van Schalkwyk

whitepapersJun 30, 202621 min read

How Do Agents Make Decisions Under Uncertainty?

An XMPro technical white paper. The decision happens outside the model, in a decision layer — how an operator agent decides under uncertainty on a Sequential Decision Analytics foundation, and why the decision still reproduces exactly.

Pieter van Schalkwyk