What should an AI automation quote include?
A useful quote explains the operating workflow, not just the technology. It should show what is included, what the business must provide, and what still needs human judgement.
Workflow scope
The quote should name the workflow in plain English. “AI sales automation” is too broad. “Prepare a weekly queue of stale CRM opportunities with suggested next actions for sales review” is specific enough to quote, test, and manage.
Good scope includes the trigger, inputs, output, reviewer, timing, and exception path. If the provider cannot describe those pieces, you may be buying a demo rather than an operating workflow.
Systems and data access
The quote should state which systems AI will read or update: CRM, inbox, calendar, website forms, documents, spreadsheets, job-management tools, accounting exports, or knowledge bases. If the proposed build starts with incoming leads, compare it with the AI Enquiry Triage NZ workflow so the quote separates intake, triage, drafting, approval, and follow-up.
It should also say whether access is read-only, draft-only, update-with-approval, or fully automated. Start narrow. A review queue is easier to trust than a workflow that sends messages, changes records, or publishes content immediately.
Human approval gates
Every quote should define what stays human-approved. Customer messages, quotes, discounts, pricing, CRM stage changes, finance actions, public website updates, and sensitive decisions should not move automatically unless the business has deliberately approved that authority.
Use the AI Approval Gates for Business Automation guide to decide where the stop signs belong.
Testing, handover, and support
Ask what the provider will test, how exceptions will be handled, and what handover notes you will receive. The quote should cover documentation, ownership, logs, maintenance, and what happens when the source process changes.
An automation build is not finished when the first happy-path example works. It is useful when your team can run it, review it, pause it, and improve it.