Using AI
Where can AI actually help my business?
Use AI for clear, repeatable tasks that a person can check. Do not use it to hide a broken process or make sensitive decisions.
Separate mechanical work from judgment
Mechanical work includes reformatting, finding passages, moving approved fields, checking for missing information, and preparing a draft. Judgment includes diagnosis, approval, professional conclusions, pricing exceptions, and decisions that materially affect a person.
The safest early projects remove mechanical effort while leaving authority with the responsible employee or professional.
Good early uses
Useful early cases are narrow, reversible, easy to review, and based on information the organization is permitted to use.
- Turn approved notes into a consistent internal draft.
- Classify incoming requests so the right person sees them sooner.
- Find relevant material in an approved document collection and show the source.
- Explain a systems report in simpler language.
- Check a completed document for omissions or inconsistencies without changing it.
Do not automate uncertainty
If the team cannot explain who owns a step, what information is required, or what happens when something goes wrong, adding AI hides the uncertainty rather than resolving it. Map the handoff first.
How to test it
Use approved sample information, keep a person in review, and write down what success and failure look like. Expand only after the small test behaves predictably.