A support copilot only matters if the team actually uses it. Most pilots stall at the demo stage because they weren’t designed for daily work. This plan comes from building Q&A assistants for trading and enterprise platforms.
1. Pick a queue
Choose one category of requests whose answers already exist in documents — for example identity-verification questions or order tracking.
2. Drafts, not auto-replies
In the first weeks the copilot only drafts replies; an agent approves or edits them. Every edit is valuable data for improving the knowledge spine.
3. Measure
Compare the share of drafts approved unchanged, and response time, against the baseline. If the share is low, the problem is usually the sources, not the model.
4. Expand
Once results are acceptable, enable auto-replies for simple questions, keep the human hand-off path, and add the next queue.