Useful AI before fashionable AI

The strongest AI opportunities begin with a repetitive decision, fragmented information or slow handoff. Start with the workflow, define the measurable outcome, then choose the smallest capable model.

Build around the outcome.

The technology should remain in service of the people, workflow and measurable result. That discipline is what turns a demonstration into dependable infrastructure.