"I mandated AI at my company. It almost backfired."
Agency founder details a company-wide AI mandate, the near-miss backlash and productivity dip, and fixes needed to make 'use it or else' adoption stick.
Martech
Context Rot: Why AI-Powered Martech Degrades When Nobody's Watching
Context rot degrades the rules, segments, and data feeding your AI systems. The ownership model and audit cadence that catch it before outputs go wrong.
The Transaction Trap: When Your Marketing Technology Stack Fights Your Customer Relationships
Marketing stacks built for transactions train teams to treat customers as pipeline events. How to rewire systems and metrics toward retention and expansion.
How the 80/20 Rule Shapes Martech Implementation Success
Most martech stacks deliver competitive value from just 20% of capabilities. Why implementation energy flows to the commodity 80% — and how to close the gap.
The Single View of the Customer Farce
The single view of the customer is a vendor promise that collapses under real-world complexity. Purpose-built data views for specific decisions work better.
Capability Optimization: Why Your Martech Stack Underperforms
Your martech stack underperforms because your organization never built the capability to run it. Training won't fix structural barriers. Here's what will.
Why Agentic AI Projects Fail: The Decision Architecture Gap
Over 40% of agentic AI projects will be canceled by 2027. The problem isn't the technology — it's the missing decision architecture defining who decides what.
Why Your Martech Stack Is a Frozen Org Chart (And Why AI Just Made That Visible)
Your martech stack encodes yesterday's org chart into its architecture. AI agents expose that invisible structure by failing at every team boundary.
Your Martech Tools Talk to Each Other. They Don't Agree on Anything.
Your martech tools share data but not authority. The gap between connected tools and coordinated decisions is organizational, not technical.