Insights: what AI systems for operations cost and deliver

Notes from the work.

Short, specific pieces on how AI systems get built and measured inside real companies. The first pieces are in progress; the titles below are what is coming.

Audit · In progress

What a busywork audit finds in a 40-person company

The eight places repeat work hides, and how to count it in an afternoon.

Pricing · In progress

Outcome-based pricing for AI systems: how the number is set

Baselines, measurement methods and what happens when a month misses.

Systems · In progress

Mini ERP or custom ERP: how to tell which one you need

A decision in four questions, with the signs you have outgrown a package.

Outcomes. On repeat.

Book the busywork audit

Thirty minutes. Free. You leave with a number. Or write to hello@outwerk.ai.