Insights

Practical thinking, not vendor marketing.

Notes on AI adoption, enterprise integration, and governance — written from practical enterprise delivery experience, not a content calendar.

AdoptionJuly 14, 2026

Why Most Copilot Rollouts Fail in the First 90 Days

Licenses aren't the hard part. Adoption is. Here's the pattern behind Copilot deployments that stall — and the fix.

PerspectiveJune 22, 2026

What Enterprise Technology Cycles Teach Us About AI Hype

SOA, BPM, RPA, and cloud-first mandates each promised to replace how enterprises work. AI is the biggest wave yet — and the pattern is familiar.

Public SectorMay 30, 2026

The Governance Gap: Why Municipalities Need an AI Policy Before an AI Vendor

Canadian municipalities are increasingly building AI policy. Here's why that's the right sequencing — and what a working policy actually needs.

EngineeringMay 8, 2026

Legacy Systems Aren't the Obstacle to AI — Bad Integration Is

The system you've run for fifteen years isn't the problem. The plan to connect AI to it, if there is one, usually is.

LeadershipApril 16, 2026

Lessons From Leading Complex Enterprise Delivery Organizations

Leading delivery across regulated, high-stakes environments teaches lessons that shape how we approach AI adoption today — governance, change management, and technical depth that don't show up in smaller engagements.

EngineeringMarch 25, 2026

Liferay, Java, and AI: The Unglamorous Integration Work No One Talks About

Enterprise portals hold more institutional knowledge than most AI vendors realize — and almost none of them can actually reach it.