Blog
Notes on building AI that businesses can actually use.
Why most AI pilots never reach the workflow
A practical look at the delivery gap between a good demo and a system a real team can depend on.
What mid-sized teams should automate first
The highest-leverage AI starting points are usually repetitive, cross-functional, and easy to measure.
Designing human review into agentic systems
The right review layer makes AI more usable, more trusted, and safer to adopt across the business.