Evaluation guide

Artificial Intelligence for Contractors

The best starting point is a small, reversible task where a person can review every result. Do not begin with an unattended system making promises to customers.

Useful starting points

  • Draft an internal summary from notes that a person already reviewed.
  • Organize common customer questions for a human approved response library.
  • Classify incoming requests for review without deciding price, scope, or availability.
  • Create a checklist from a documented office process.

Risks to control

  • Incorrect facts, dates, pricing, codes, and license information
  • Personal or customer data sent to a provider without a clear need or agreement
  • Messages sent without review or consent
  • Automation that hides failures or creates duplicate work

A simple evaluation

Run the workflow on a small set of non sensitive examples. Record accuracy, review time, failure modes, and the cost of correction. Continue only if the measured process is better than the existing one.