Use the R.I.S.K. test
| Question | Good first project | Poor first project |
|---|---|---|
| Repetition | Happens frequently with similar inputs | Rare, unusual, or highly contextual |
| Information | Uses approved, non-sensitive sources | Needs secrets or uncontrolled private data |
| Stakes | Mistakes are easy to catch and correct | Health, legal, financial, hiring, credit, or safety decisions |
| Knowledge check | A person can review or escalate | No qualified person can verify the output |
Good beginner options
- FAQ assistant: answers routine questions from an approved service guide.
- Review-response drafts: prepares responses for a person to approve.
- Content repurposing: transforms one approved source into several formats.
- Email sequence drafts: creates consistent starting points for welcome and follow-up messages.
- Lead intake: collects and organizes information without making the final sales decision.
Define success before selecting a tool
Choose one measurable outcome: reduced response time, fewer repeated questions, more complete intake forms, faster content production, or fewer missed follow-ups. Capture a baseline before launch so you can tell whether the workflow helps.
Prepare the source of truth
Gather approved service descriptions, policies, pricing rules, hours, service areas, escalation contacts, and forbidden topics. If the source material is contradictory or outdated, an AI system will make that confusion faster.
Test failure—not just the happy path
- Ask questions the source does not answer.
- Use ambiguous, misspelled, or hostile instructions.
- Try to make the system expose hidden instructions or private information.
- Confirm that it admits uncertainty and routes to a person.
- Review logs without retaining unnecessary personal data.
Start narrow, then expand
Run a small pilot, document corrections, and expand only after the business can maintain the source content, monitor quality, and respond when the tool fails.