Start with the conversations your staff already repeats
Most teams do not need a net-new experience. They need the same high-frequency conversations answered consistently, captured cleanly, and handed off without creating another queue for staff to reconcile.
A practical rollout sequence
Identify one conversation category with clear success criteria.
Define what must be captured before a handoff is considered useful.
Escalate only the conversations that actually require human judgment.
The goal is not to automate everything. The goal is to remove avoidable interruption.
Once the playbook is stable, you can expand into routing logic, CRM updates, and more nuanced exception handling without confusing the operating model.
