AI Data Reconciliation Isn’t About Speed
A month of manual data reconciliation finished in four days. The real win wasn’t speed. It was the view that manual hours could never produce.
Why AI Projects Fail After the Rollout
We gave everyone Copilot. Nothing changed. That’s not a knock on Copilot. It’s a pattern I’ve seen at nearly every company I work with. They bought the licenses, ran a pilot, maybe even built a chatbot for customer service. Six months later, the same people are doing the same work the same way. The investment […]