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Using ChatGPT Is Not the Same as Having an AI Strategy

By Sara, founder of Hazel & HelmPublished 6 min read

Two colleagues at a desk reviewing something together on a laptop
Short answerUsing ChatGPT helps someone finish a task. An AI strategy decides which business work should change, what AI may do, what people must review, and how you’ll know whether the new way is better. One can happen without the other.

Your team might already have a handful of clever shortcuts. The office manager drafts a difficult email. Sales starts proposals from a prompt. Someone uses a meeting summary to remember what everyone promised. It all helps the person doing that task. It may do little for the handoff after it.

Consider a new inquiry. AI can draft a fast reply. But if nobody knows who owns the lead, the reply is still sitting somewhere waiting for approval, and the CRM never gets updated, the business problem survives. You improved a sentence. You did not improve the path.

Four questions to ask before buying another AI tool.

  1. Which work keeps slowing us down?Find recurring tasks with a meaningful cost in time, delays, errors, or customer experience. Ask the people doing them. Choose a workflow rather than a shiny feature.
  2. What must stay human?Name the decision and its owner. “The account manager reviews every client-facing draft before sending” is more useful than a vague promise of human oversight.
  3. Where does the work begin and end?Map the inbox, CRM, documents, handoffs, and exceptions. If the new tool leaves someone copying information into three places, you may have moved the burden rather than removed it.
  4. What would tell us it worked?Record a starting measure and assign an owner. Time to first response, hours spent preparing a report, or missed handoffs may be more useful than counting how often someone opens an AI app.

A ten-minute starting exercise.

Ask three people what task they would gladly never do the same way again. Choose one that recurs, sketch its path, and mark where a person must decide. You may discover AI belongs in one step. You may discover the form at the beginning needs fixing. Either answer moves you forward.

If a process is undocumented, mapping it can be the first project. If it uses regulated or highly sensitive information, involve the appropriate security, legal, or compliance expertise before introducing a new tool.

The AI Operations Sprint takes this kind of examination across three workflows and scopes one improvement to build or test. If you’ve found the task that keeps coming up, we can start there.

Explore the AI Operations Sprint