Partnerships ☁ Cloudera Premier Partner ◈ WSO2 Partner Expert insights from senior practitioners
Featured insight

Why Most AI Projects
Fail Before They
Even Start

The missing semantic layer is the silent killer of enterprise AI. Without ontology, knowledge graphs, and structured meaning — your agentic AI is building on sand. Here's how to fix the foundation first.

DD
David deBoisblanc · Founder & Principal
8 min read  ·  AI & Data Engineering
AI & Data
The Semantic
Foundation
8 min read
⬡ Knowledge Graphs
Ontology-First Design: The Blueprint Enterprises Keep Skipping
You can't build reliable AI on undefined meaning. We break down how ontology-first design gives agentic systems a shared vocabulary that actually scales.
DD
David deBoisblanc
6 min
⬢ Integration & Security
Agent Access Management: The Security Gap Nobody's Talking About
As AI agents proliferate, legacy IAM systems weren't built for machine-to-machine trust. Here's what Agent Access Management actually requires.
DD
David deBoisblanc
7 min
◈ KYC / AML
Real-Time Entity Resolution: How Knowledge Graphs Transform KYC
Static batch processing can't keep pace with modern financial crime. We show how graph-native entity resolution changes the compliance equation.
DD
David deBoisblanc
9 min
⬡ Agentic AI
MCP and A2A: The Protocols Defining How Agents Talk to Each Other
Model Context Protocol and Agent-to-Agent architecture aren't optional extras — they're the connective tissue of enterprise agentic systems.
DD
David deBoisblanc
5 min
◇ AI & Data Engineering
Vector Databases vs. Knowledge Graphs: When to Use Which
Both are essential to modern AI infrastructure — but they solve different problems. A practical guide for architects choosing their semantic layer stack.
DD
David deBoisblanc
8 min
⬢ Integration & Security
Legacy Modernization Without the Big Bang: An Event-Driven Path Forward
Rip-and-replace is a myth enterprises can't afford. Event-driven architecture lets you incrementally modernize while keeping operations running.
DD
David deBoisblanc
6 min

The Practitioner's Briefing

Senior-level insights on agentic AI, data engineering, and enterprise integration — delivered twice a month. No fluff, no filler.

Topics

AI & Data Engineering12
Agentic AI9
Integration & Security8
KYC / AML6
Knowledge Graphs5
MCP / A2A4