Start with the friction, not the feature
Agent assist, knowledge retrieval, summarisation, quality automation and conversational self-service can all create value. They can also add another layer of complexity if the underlying process, routing, data or ownership is unclear.
We start with the operational signal and customer journey. Then we identify where AI is useful, what must stay deterministic and where human judgement must remain in control.