The work comes first. The AI follows.

Discover the right starting point

Define the trigger, source data, intended action, owner and measurable outcome.

Configure your approved tools

Use documented APIs, secure credentials, approved content, and human escalation.

Test both success and failure paths

Use synthetic data to check missing facts, unavailable slots, duplicate events, and provider failures.

Approve, hand over and improve

Agree scope, client approvals, training, and separately scoped maintenance. No guaranteed ROI or clinical outcomes.