Small business AI • workflow governance • rollback plan
AI pilots fail in small ways before they fail publicly: a bad routing label, a wrong customer promise, a privacy boundary miss, or a support macro that keeps repeating the same mistake. Use this rollback card before a team pauses, reverts, or relaunches an AI workflow.
Copy the rollback card See the Small Business AI Profit KitAI-WORKFLOW-ROLLBACK-CHECKLIST-READY
Fields: workflow name, trigger date, reporter, bad output or incident, affected customers/tasks, screenshots/records, and current automation status.
Stop rule: if customer-facing, legal, privacy, pricing, safety, eligibility, or account-access risk is involved, pause automation before asking AI to keep drafting.
Fields: previous prompt/version, model/tool setting, data source, SOP link, reviewer, and what changed since the last safe output.
Guardrail: do not invent rollback history. If nobody knows the last safe version, mark NEEDS OWNER REVIEW.
Fields: who must be notified, exact correction, apology/update snippet, support owner, due time, and proof link.
Review: a human must approve any correction involving refunds, discounts, warranty, account access, service scope, legal policy, or personal data.
Fields: new prompt/version, test cases, expected output, reviewer signoff, sampling cadence, kill-switch owner, and next review date.
Stop rule: do not relaunch until the workflow passes edge cases and has a named owner who can pause it again.
AI workflow rollback card
Workflow name:
Current automation status: [running / paused / disabled / manual-only]
Rollback trigger:
Bad output or incident summary:
Source record / screenshot / ticket link:
Affected customers or tasks:
Last known safe prompt/version:
Recent change that may have caused the issue:
Risk flags: [customer promise / price / discount / legal / privacy / safety / account access / service scope / none]
Immediate action: [pause / revert / manual review / notify customer / escalate]
Human owner:
Correction or customer-safe update:
Retest cases to pass before relaunch:
Sampling cadence after relaunch:
Kill-switch owner:
Decision: [keep paused / revert / relaunch with owner review / retire workflow]
STOP AUTOMATION before relaunch if the owner cannot point to source records, a safe prior version, passing tests, and a named reviewer.Prompt: Create a rollback review card for this AI workflow issue. Use only the facts provided. Do not invent root cause, customer impact, last safe version, policy requirements, refunds, discounts, legal obligations, or privacy status. If evidence is missing, write NEEDS OWNER REVIEW. Output: trigger summary, risk flags, immediate pause/revert decision, customer-safe correction draft, retest cases, relaunch criteria, and what a human must verify.
Pair this with the AI Output Correction Log, AI Workflow Test Case Checklist, and AI Workflow Pause and Kill-Switch Checklist.
The Small Business AI Profit Kit packages prompts, review rules, worksheets, and rollout plans for owners who want practical AI workflows without letting automation make unsupported customer decisions.
Open the Small Business AI Profit Kit