Insights

Notes from production AI.

Written by the people doing the deployment work, the parts that are harder than the demonstration.

AI StrategySep 18, 2026

From Demo to Production: Why AI Pilots Stall

The gap between an impressive AI demonstration and a system an organization can actually depend on is not a model problem. It is a deployment problem.

GuidesJun 24, 2026

Getting Your Data AI-Ready, Without the Big Project

There's a myth that before you can use AI, you need a massive data cleanup, a new warehouse, and six months of engineering. For most teams, that's not true.

AI StrategyJun 24, 2026

Buy, Build, or Wait: A Simpler Way to Decide

Every AI decision eventually comes down to three options: buy something off the shelf, build something custom, or wait until the moment is right.

AutomationJun 24, 2026

Your Tools Already Talk. You Don’t Have To.

Your CRM, inbox, calendar, and billing system were built to connect. The only missing piece is the glue between them.

AutomationMay 1, 2026

Start With the Task Everyone Hates

The best first deployment is never the impressive one. It’s the tedious one the whole team dreads — because everyone will feel it working.