Tag
#agentic-operations
23 posts tagged with "agentic-operations".
An Ontology Is Not a Graph Database
Why industrial context needs a system of fit-for-purpose data stores, standardized and governed, before an agent can act on it safely.
Pieter van Schalkwyk
Who Owns Your Context Layer?
France's intelligence agency dropped a platform it could not itself turn off. Any operator building an industrial context layer faces the same exposure, and the consolidation into OEM stacks makes it urgent. The procurement question has changed from which platform has the best features to: whatever happens to this vendor, what do I still own?
Pieter van Schalkwyk
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
Agentic Operations in Action: Depropaniser Optimization Example
An approved-access walkthrough of XMPro agentic operations in an industrial setting.
XXMPro
When an AI Agent Makes the Call, Can You Trust It? The 4 Questions We Get Asked Most
When an AI agent makes an operational decision, can you trust it? It's the question we get asked most — and most "agentic AI" can't answer it. This is a worked example of XMPro MAGS (Multi-Agent Generative Systems), applied to a 3D-printing defect test-bed and built around the four questions that…
XXMPro
288 Years of Research Behind MAGS
The oldest idea in the MAGS codebase was published in 1738. A tour of the 288-year research lineage built into MAGS — every architectural layer traced to the published work it implements, cited at the line of code.
Pieter van Schalkwyk
XMPro CEO Pieter van Schalkwyk Speaks at CIIT Mining Conference in Peru on Agentic Operations and Building Trust in Industrial AI
Pieter van Schalkwyk presents on agentic operations and building trust in industrial AI at the CIIT Latam Congress in Lima, Peru.
Pieter van Schalkwyk
NEC NEGMAS + XMPro MAGS | A New Era of Trusted Enterprise Negotiation AI
NEC NEGMAS + XMPro MAGS represent a new era of trusted enterprise negotiation AI — combining advanced multi-agent negotiation science with real-time operational intelligence. 🔹 NEC NEGMAS delivers advanced negotiation algorithms grounded in game theory, auction theory, and strategic reasoning —…
XXMPro
Agentic Operations for Industrial Enterprises: How XMPro Scales Autonomous Industrial AI Safely
Industrial autonomy is no longer theoretical. In this video, you’ll see how XMPro enables Agentic Operations for Industrial Enterprises — where AI agents collaborate, reason, negotiate, and act autonomously within governance boundaries. Unlike traditional dashboards, Agentic Operations is built for…
XXMPro
Deep Dive - Collaborative AI Agent Teams for Autonomous Industrial Operations
In this exclusive demo, we go beyond copilots and chatbots to show how XMPro’s APEX AI enables the deployment of collaborative, decision-making AI agent teams built for real-world industrial operations. While most solutions stop at content generation or assistants, XMPro introduces Decision Agents…
XXMPro
Introductory Demo: XMPro's Collaborative AI Agent Teams For Industrial Operations
Discover how XMPro's AI Agent platform transforms complex industrial operations through intelligent collaboration. This demo shows our complete spectrum of AI capabilities - from content agents and assistants to autonomous decision teams - all working on a single platform. What You'll Learn: -…
XXMPro
Agentic AI Explained In Under 3 Minutes!
Agentic AI Explained in Under 3 Minutes! ⏱️ Ever wondered what Agentic AI is and how it's changing the future of technology? In this quick and easy-to-understand video, we break down the complex concept of autonomous AI agents into simple terms. Learn how these intelligent systems are moving beyond…
XXMPro
Game Changing Collaborative AI Agent Teams For Industry: Introducing XMPro MAGS
Discover XMPro MAGS (Multi-Agent Generative Systems), --- The game-changing Agentic AI solution that deploys collaborative teams of AI agents designed specifically for industrial operations. Unlike traditional AI that simply analyzes data, XMPro MAGS delivers autonomous decision intelligence…
XXMPro