John Wheeler

I’ve lived through the PC revolution, Windows, the Internet and the cloud. I believe AI is the next seismic shift. I’m exploring what it means for business—and building along the way. Translating emerging technology into business advantage.

Which part of your service do customers find hardest to compare before buying? Could AI help explain the options with a concrete example rather than a longer feature list?

Give an AI assistant a way to report a failed step without marking the whole job complete. If it prepared a document but could not deliver it, the status should make the remaining work clear.

What would make an AI-generated daily briefing worth reading every morning? Which change would deserve the first line, and which details could wait until you asked?

Can we all give Jenson Huang a rest. That is a family going through extreme pain and the internet speculation is not helping.

An AI assistant reviewing inventory should distinguish damaged goods, returns awaiting inspection, and stock ready to sell. A total count can conceal what your team can actually ship.

When AI helps compare marketing offers, keep the audience and time period visible. A strong response from existing customers may tell you little about how a new customer will react.

Where does your team keep workarounds that only one person understands? Could an AI-assisted interview help explain when the workaround is useful and when it creates trouble?

Try an AI workflow in shadow mode first: let it propose actions while the existing process continues. Compare the proposals with what actually happened before giving it authority to act.

Before using AI to analyze delivery delays, separate the date an order was ready from the date it left the building. The distinction helps your team investigate the right part of the process.

Which customer question takes longer to answer because the information lives in three different systems? What would a useful AI answer need to show so your team could check it quickly?

Which part of onboarding a new supplier takes the longest? Could AI prepare the routine checks while a person decides whether the supplier is a good fit?

An AI summary of a long email thread should distinguish the final agreement from ideas discussed along the way. Keep unresolved questions visible so a tentative suggestion does not become an instruction to the team.

A supplier file or web page may contain instructions unrelated to your task. Treat that text as material to review, not as permission for an AI assistant to change records or send messages.

What small sign tells an experienced employee that a job is starting to go wrong? How could you capture that knowledge so an AI assistant knows what to flag?

Keep some examples out of the development process when testing an AI workflow. Use them only for the final check. That helps reveal whether the workflow handles new work or mainly fits the examples used to build it.

AI can help draft a customer reply in another language. Keep a route to a person who can handle the follow-up, especially if the customer needs to discuss details the original message did not cover.

Which business number would you rather see as a range than a single estimate? What would change in your decision if AI showed the assumptions behind both the optimistic and difficult cases?

Give an AI assistant stable record IDs when matching customers or products. Similar names can belong to different records, and one record can appear under several names. Review uncertain matches before merging anything.

If AI helps plan a day's service visits, include travel, parking, and setup time alongside the work itself. A calendar full of appointments still needs room for people to get from one job to the next.