Turn Customer Experience into Context, Decisions, and Continuous Learning

Collect the evidence of what happened across Customer 360, events, transactions, conversations, CRM, and social touchpoints.

{ "event": "cart_abandoned", "channel": "web", "value": 89 }

Convert accumulated evidence into useful predictions: value, churn risk, lead score, segments, behavioral patterns, and trends.

{ "churnRisk": 0.72, "segment": "high_intent", "ltv": 1240 }

Use the Dynamic Persona as the customer lens that connects interests, intent, values, needs, state, and confidence.

{ "intent": "compare_plans", "need": "clarity", "confidence": 0.88 }

Read the customer’s present situation from real-time signals, active channel, environment, lifecycle stage, and immediate needs.

{ "channel": "email", "stage": "trial", "signal": "pricing_page" }

Apply decision intelligence to explain what the context means, weigh business goals, and keep the decision within guardrails.

{ "insight": "needs_plan_guidance", "goal": "conversion", "policy": "approved" }

Deliver the next best action through personalization, campaigns, recommendations, AI agents, or workflow automation.

{ "nextBestAction": "send_plan_comparison", "owner": "campaign_ai" }

Capture the response, conversion, feedback, satisfaction, retention, and new behavior created by the action.

{ "response": "clicked", "converted": true, "feedback": "helpful" }