Voice or authenticated service entry starts a bounded interaction.
Product dossier — Lane 03 · Production operations
Contact Center AI
AI is operating inside member service today. The current expansion moves from claims and benefits assistance into quality, after-call work, and additional service lines. The documented target keeps a person responsible for the customer-facing decision.
Operating
Current position · August 5, 2026
- Operating proof
- Five call types are recorded on the AI contact-center path. The January 2026 business case states a late-2025 production stack; specific workload milestones are not independently validated here.
- Claims expansion
- Readiness remains scheduled for the end of August; Operations testing and an approval cycle forecast beyond four weeks control the timing.
- Platform decision
- Benefits and enrollment scope is held pending the Cisco WebEx or AWS contact-center platform direction.
- Quality expansion
- VOC discovery is active with an October 2026 phase target; process impact and discovery outcomes remain the controlling dependency.
Status lines load from the latest reviewed portfolio register. Targets remain planning targets, not delivery commitments.
Documented service architecture
Private AI is designed to remain behind the human service decision.
The documented path begins with an approved channel. Identity and consent scope the work before the private runtime retrieves source-backed context and proposes a response. A service representative retains the decision to resolve, edit, or escalate before anything is written back.
- Identity + consentSet the permitted member and service context.
- Retrieve + citeGround the response in approved policies, plans, and scripts.
- Policy + confidenceSuppress sensitive, unsupported, or low-confidence output.
The service representative controls the customer-facing response.
Approved disposition, CRM update, escalation, and quality record stay connected.
Current expansion
The next service capability moves only when its dependency closes.
Current position · August 5, 2026
Claims is the immediate expansion. Platform selection, Operations approval, discovery, and model-quality evidence determine what follows. Current expansion status is sourced from the latest reviewed register; targets remain planning targets.
Loading the current member-service expansion view…
Every line loads from the latest reviewed register. Dates are source-record dates; targets remain planning targets, not delivery commitments.
Documented target architecture
The private runtime remains behind identity, policy, and human approval.
The documented design normalizes voice, chat, secure messages, and portal events into one service event, scopes retrieval through identity and consent, routes through a replaceable model layer with citations and policy controls, and reserves CRM writeback for agent approval.
Harness-tested target controls
Unsafe conditions are designed to fail closed.
The sandbox service harness exercises target responses for incomplete identity, low confidence, source mismatch, and privacy-policy hits. The expected action is to suppress automation, preserve the test evidence, and route the work to a person; staged writeback is not presented as production activation.
| Condition | System action | Evidence captured | Owner role |
|---|---|---|---|
| Identity incomplete | No member details retrieved; agent follows the manual verification script. | Auth failure code, blocked retrieval event, replay reference. | Service operations |
| Low confidence or source mismatch | Suggestion suppressed; knowledge gap routed to backlog. | Retrieval results, confidence decision, missing-source ticket. | Knowledge owner |
| PII/PHI policy hit | Field masked, redacted, or removed from prompt and CRM summary. | Policy decision, redacted fields, model-context record. | Privacy and security |
| CRM writeback exception | Manual update task created; final write requires agent confirmation. | Failed payload, retry state, manual task, agent signoff. | Platform engineering |
Keep going
Return to the governed portfolio.
The portfolio lane carries the current status, attention signal, next action, and dependency for every Contact Center AI initiative on the governed register.