Article
How to scope an AI internal tool without building the wrong thing
A practical checklist for deciding what your team should automate first.
Start with workflow, not model hype
Most internal AI projects fail because the team starts with a tool choice before clarifying the workflow.
Pick one bottleneck
Focus on one recurring task, one decision-maker, and one measurable improvement.
Design for review
Assistive AI works best when humans can accept, edit, or reject output with confidence.