Automation · business guide
What business processes should not be automated?
A practical boundary guide for responsible business automation. Written for business owners and managers who need the decision explained before the technology.
Do not automate a process when the decision is high-consequence, highly sensitive, poorly defined, difficult to reverse or dependent on professional judgment that the system should not own. Automation can still prepare information, but the responsible person should make the decision.
01 / GUIDE
High-consequence decisions need accountable people
If a wrong decision can materially affect someone’s finances, legal rights, health, safety, employment or another serious outcome, the business needs clear human accountability.
AI may help organize information, but “the model decided” is not a useful operating responsibility.
02 / GUIDE
Do not automate a process you cannot explain
If the team cannot agree on what should happen today, software will not magically create a good process. Ambiguous ownership and conflicting rules should be resolved first.
Automation should make responsibility clearer, not hide an unresolved business problem.
03 / GUIDE
Sensitive customer moments need empathy and flexibility
Complaints, distress, emergencies and important relationship moments often need a person sooner than a routine workflow does.
A system can detect signals and prepare context, but the handoff should be easy and deliberate.
04 / GUIDE
Use the reversibility test
Ask what happens if the automated action is wrong. If the action cannot be easily corrected, requires a commitment or creates significant customer harm, raise the level of human review.
- Can the action be undone?
- Can a person review it before it is sent?
- Would the customer reasonably expect a human decision?
- Is the system using sensitive information?
- Is there a clear escalation path?
COMMON QUESTIONS
Short answers before the next decision.
01Can AI prepare a recommendation for a human?+
Yes. Preparation and decision-making can be separated. The system can organize information while the responsible person approves the final action.
02Should complaints be handled by AI?+
AI may help with basic intake, but important complaints should have an easy route to a person who can understand context and take responsibility.
03How do we decide where human approval is needed?+
Consider consequence, sensitivity, reversibility, uncertainty and the expectations of the customer or employee affected by the decision.