Intent and journey design
Prioritize intents using volume, complexity, risk, and value; then design natural, accessible paths to resolution.
↗Create voice and messaging experiences that understand what customers need, handle everyday requests, and bring in a person with full context when the moment calls for care or judgment.
Prioritize intents where the goal, required information, available actions, and success criteria are explicit. Ambiguous, sensitive, or consequential requests need confidence thresholds and a direct path to a person. Connect approved knowledge, customer context, and transactional tools through role based access. Responses should reflect current policy, cite the right source internally, and never imply an action was completed when a system did not confirm it. Test more than intent accuracy. Measure resolution, policy adherence, action correctness, latency, accessibility, escalation quality, and customer recovery when the system is uncertain or wrong.
Prioritize intents using volume, complexity, risk, and value; then design natural, accessible paths to resolution.
↗Connect assistants to approved enterprise knowledge and transactional systems with citations, permissions, and controls.
↗Transfer identity, intent, history, and completed steps so customers never have to start over.
↗Rank demand by volume, value, complexity, risk, data readiness, and the availability of a verifiable outcome.
Define dialogue, confirmation, repair, disclosure, accessibility, and escalation patterns for voice and messaging.
Prepare governed knowledge, identity, permissions, memory, and retrieval so the assistant works from approved context.
Integrate CRM, scheduling, payments, orders, cases, and workflow tools with explicit authorization and reversibility controls.
Use representative conversations, edge cases, adversarial prompts, and human review to establish release thresholds.
Monitor drift, failed intents, unsafe actions, escalation, cost, and resolution; then feed evidence into weekly improvement.
Illustrative service situations with intended outcomes.