How to choose the first process for AI implementation

Start with the process

The useful question is not which model to buy, but where the team repeatedly loses time, quality or money. A first project needs a clear owner, testable inputs and a measurable definition of a good result.

Basic sequence

• document the current process;
• separate human decisions from repetitive operations;
• verify the available data;
• build a limited prototype;
• compare it with the baseline.

Automation creates value when improvement can be measured and people retain control over consequential decisions.