Set the Rules for AI Work
Establish the minimum operating rules for prompting, verification, and documentation in the agency.
Lesson outcome
You will set the minimum rules the team should follow so AI improves consistency instead of producing hidden chaos.
Why this matters in an agency
Agencies get sloppy fast when everyone uses AI differently and no one updates the documentation layer. One person trusts outputs that should be reviewed, another keeps prompts private, another never updates the source notes after decisions change. Governance is what turns good tools into a functioning system.
Inputs, tools, and prerequisites
You need the current workflow habits in the business, the buyer trust concerns from the persona note, and a short list of the mistakes you most want to avoid. This is not a legal policy exercise. It is an operating discipline exercise.
Step-by-step walkthrough
Start with four rules: define context before prompting, verify anything consequential, update the source of truth when a decision changes, and escalate relationship-sensitive or pricing-sensitive work to an owner. These rules cover most of the costly mistakes agencies make with AI.
Then define where prompts, notes, and final decisions live. Prompts can live in a prompt library if they are meant to be reused. Source notes live in the vault. Final decisions live in canonical decision, offer, or SOP notes. When this separation is clear, retrieval and review get easier.
Finally create a weekly governance review. Keep it small. Review one broken output, one good output, one source note that drifted, and one lesson worth making durable. That cadence is enough to improve team behavior without creating ceremony for its own sake.
Failure modes and verification checks
The biggest failure is writing governance rules nobody follows because they are too long or too abstract. Verify by checking whether the team can recite the four rules and whether recent work actually reflects them.
Implementation checklist
- Write the four minimum AI operating rules.
- Define where prompts, notes, and decisions live.
- Add a short weekly governance review.
- Capture recurring mistakes into durable lessons.
Immediate next action
Publish a one-page AI operating rule sheet for the team this week and review one real output against it.