Migrating Merative Cúram CER Eligibility Rules to Agentic AI: A Production Architecture Guide
Author(s): Pankaj Kumar Originally published on Towards AI. How we turned 20 years of government welfare rules into an AI-native, self-healing eligibility engine — with working code This project is built entirely from publicly available information — official documentation, auditor reports, news …
I Built an Ontology Firewall for Microsoft Copilot in 48 Hours — Here’s the Production Code
Author(s): Pankaj Kumar Originally published on Towards AI. Most Copilot deployments are one bad agent action away from a serious production failure. This is the architecture that prevents it. 📌 GitHub Repository: cloudbadal007/copilot-ontology-firewall The Copilot had read a SharePoint document titled “Pre-Approved …
OntoGuard: I Built an Ontology Firewall for AI Agents in 48 Hours Using Cursor AI
Author(s): Pankaj Kumar Originally published on Towards AI. The $4.6M Mistake That Changed Everything Last month, a financial services company learned an expensive lesson about AI agents. Their automated refund processing agent — working perfectly in demos — made a catastrophic error …
From Power BI Dashboard to AI Agent in 30 Minutes: I Built the Tool That Unlocks 20 Million Hidden Ontologies
Author(s): Pankaj Kumar Originally published on Towards AI. A hands-on tutorial showing how to extract formal ontologies from Power BI models — and why I built it in 48 hours with Cursor AI Follow-up to: “The Power BI Ontology Paradox” [Image Caption]This …
Microsoft vs Palantir: Two Paths to Enterprise Ontology (And Why Microsoft’s Bet on Semantic Contracts Changes the Game)
Author(s): Pankaj Kumar Originally published on Towards AI. A technical deep-dive into how Microsoft Fabric IQ actually implements ontology — and why it’s fundamentally different from Palantir’s approach 🚀 NEW: I just built OntoGuard in 48 hours — an ontology firewall for …
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