Before day 1

Set up the rollout card

Copy this into a document, spreadsheet, note app, or project board. Keep the scope narrow enough that one person can review the work every week.

Workflow name: [Example: estimate follow-up email draft]

Business goal: [Example: reply to quote requests faster without sounding rushed]

Workflow owner: [Name]

Backup reviewer: [Name]

AI tool/prompt location: [Link or file name]

Human review rule: [What must be checked before use]

Privacy rule: [What information may not be pasted into the tool]

Primary metric: [Minutes saved, faster response time, fewer missed steps, draft quality score]

Baseline: [Current average time, quality issue, or response delay]

Week-by-week tracker

Track actions, evidence, and decisions

Each week has a different job. Do not skip ahead to more automations until the current workflow produces useful drafts with manageable review effort.

Week 1: map the workflow and collect examples

Goal: understand the existing process before adding AI.
Actions: collect five real examples, list required inputs, write “do not say” rules, and define what a good output looks like.
Track: current time per task, common mistakes, missing information, and who approves final work.
Done when: the owner can explain the trigger, inputs, draft format, review checklist, and risk points in plain English.

Week 2: build the prompt and test on old work

Goal: create a repeatable draft prompt without using live customer work yet.
Actions: run the prompt on old examples, compare AI drafts to approved human versions, and revise the prompt until it asks for missing information instead of inventing facts.
Track: accuracy score, tone score, editing time, missing facts flagged, and unsafe or unusable outputs.
Done when: at least three test drafts are useful after light editing and no draft contains unchecked claims, prices, policies, or guarantees.

Week 3: use on live work with human review

Goal: let AI assist real work while a person remains accountable for the final result.
Actions: use the prompt on a limited batch, review every output, log edits, and note where the prompt helped or slowed the team down.
Track: number of drafts used, average minutes saved, major rewrites, customer-facing corrections, and team confidence.
Done when: the reviewer trusts the workflow as a draft assistant, not an autopilot system.

Week 4: tighten, document, and decide

Goal: decide whether to keep, improve, pause, or expand the workflow.
Actions: clean up the prompt, save the approved version, update examples, write a one-page SOP, and decide the next action.
Track: baseline vs. current result, errors caught, time saved, review burden, repeatability, and privacy compliance.
Done when: the workflow has an owner, a saved prompt, review rules, privacy rules, and a clear keep/fix/stop/expand decision.

Copy/paste weekly review prompt

Use this every Friday

Paste the prompt below into your AI tool after removing private customer details. Add your notes from the week and ask for a clear operating decision.

Act as a practical operations reviewer for a small business AI rollout.

Business type: [BUSINESS TYPE]
Workflow being tested: [WORKFLOW]
Week number: [1, 2, 3, or 4]
Goal for this workflow: [GOAL]
Human review rule: [RULE]
Privacy rule: [RULE]

This week's evidence:
- Drafts or tasks completed: [NUMBER]
- Average time before AI: [BASELINE]
- Average time after AI plus review: [RESULT]
- Useful outputs: [NUMBER OR PERCENT]
- Major rewrites: [NUMBER]
- Mistakes or risks found: [LIST]
- Team/customer feedback: [NOTES]
- Prompt changes made: [NOTES]

Please produce:
1. A plain-English weekly summary.
2. The three most important risks or weak spots.
3. Specific prompt or process improvements for next week.
4. A keep, fix, pause, or expand recommendation.
5. A short checklist the human reviewer should use next week.

Do not invent results. If the evidence is too thin, say what data we need to collect next.

Review scorecard

Score each item from 1 to 5 at the end of the week:

Accuracy: facts stayed correct.
Tone: output sounded like your business.
Speed: total time decreased after review.
Safety: risky claims were avoided or caught.
Repeatability: another trained person could run it.

If any score is 2 or lower, fix the workflow before expanding.

Human review and privacy rules

Keep AI useful without handing it the keys

Small businesses get the most value from AI when it drafts, organizes, and summarizes while humans keep responsibility for promises, facts, policies, and customer trust.

No unsupervised customer-facing output. A person checks every email, text, review response, proposal, website update, or support reply before it is sent or published.
No sensitive data unless the tool and policy allow it. Avoid pasting payment details, Social Security numbers, medical details, legal documents, passwords, private employee records, or full customer records into general AI tools.
Remove identifiers when possible. Use “Customer A,” general locations, and summarized details when the exact name, address, phone number, or account number is not needed.
Do not let AI decide eligibility, pricing, discipline, hiring, firing, refunds, legal positions, or financial advice. It can help draft questions and organize notes; it should not make the decision.
Require source material. Prompts should say “use only the facts below” and “flag missing information.” This reduces confident guessing.
Log failures, not just wins. Track wrong facts, strange tone, privacy near-misses, and extra editing time. Those notes make the workflow safer.
Keep an approved version. Save the current prompt, examples, review checklist, and owner in one place so the team does not improvise a new process each time.

Next steps

Use the free tools, then upgrade when you want templates

This tracker is useful on its own. If you have not chosen a workflow yet, start with the existing free checklist first.

Use the free AI automation checklist to choose a safe first workflow.
Read the 30-day AI rollout plan for more context.
Optional: get Horizon Flow updates when new free checklists are added.

Want the full Small Business AI Profit Kit?

The paid kit expands this tracker into prompt templates, workflow selectors, worksheets, SOP guidance, and a more complete 30-day rollout system for owners who want the process packaged.

View the Small Business AI Profit Kit