Practical AI Implementation: Where Should Businesses Start?

The best AI projects start with a workflow, not a model. Here is how to pick the right first step.

Do not start with 'we need AI'. Start with 'this process is slow, repetitive and expensive'. The workflow defines success.

Map the steps. Highlight the ones that are rules-based or information-heavy. Those are your candidates.

Pick one, scope it tightly, and define what a good outcome looks like in plain language. A small win builds the trust needed for bigger investments.

Finally, plan for humans in the loop. The most reliable systems know when to ask for help.