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AI Voice Contact Center

A voice agent that answers member calls — governed.

Production architecture, not a chatbot: the model decides intent, your system of record decides truth, and every turn lands in the audit log. The adapter-based design is fitted to client-selected models and approved contact-center estates for member service, benefit navigation, claims, and regulated operations.

REGION  in your tenantFACT FIDELITY  verbatimAUDIT  per-turnPOSTURE  fail-closed
Architecture

One call, end to end — on infrastructure you can audit.

The stack you already rununchanged
  • Caller800 number · web
  • TelephonyCisco · Genesys · Amazon Connect
the call arrives
Model planeclient-selected · approved boundary
  • Decides intentand nothing else
  • Groundingplan documents, cited
typed tools · the only path to the recordschema-checked, scoped, fail-closed · the model cannot reach past this band
System of recordyours
  • Members, addresses with history, dependentsread verbatim
  • Claims, paymentsread verbatim
  • Per-turn audit logwritten every turn
The model decides intent. The record decides truth. There is no edge on this diagram from the model plane to the record, which is the point — every account fact the agent speaks is read through a typed tool, and every turn is logged and attributable.

System of record, not a script

Your database — any Postgres-class store — holds members, addresses with history, dependents, claims, payments, and a per-turn audit log. Every account fact the agent speaks is read verbatim from the record — the model never improvises data.

Through your stack, not around it

The architecture connects to client-approved telephony and contact-center estates, including Cisco, Genesys, and Amazon Connect patterns. The intent plane classifies the request; verified, typed fulfillment runs within the agreed tenant and data boundary.

Compliance is the spine

Identity verification before any account fact. RAG-grounded plan documents so copay answers cite a source. Per-action audit trail shipped with the call — the same licensed/unlicensed separation discipline as the rest of HealthNext.

Call dispositionmeasured on your traffic

Which member calls it can finish.

Containment is measured on your own traffic during shadow, against your own baseline — a number you can defend in a board review because you watched it being produced. What we state up front is structural: the call types the agent finishes on its own, and the named condition that ends its turn.

  • Eligibility and benefitsclaims.lookup

    Read-only · answered verbatim from the system of record

    A question the record does not answer

    Yes
  • Claim statusclaims.lookup

    Read-only · answered verbatim from the system of record

    Any dispute about the outcome

    Yes
  • Prior authorization statusclaims.lookup

    Read-only · status as it stands, never a prediction

    Anything touching the determination itself

    Yes
  • ID card requestfulfillment

    Scoped write · to the address already on file

    A new address in the same call

    Yes
  • Address changeaddress.update

    Write behind a confirm-read-back gate · address history kept

    The read-back is not confirmed

    Yes
  • Identity cannot be establishedverify

    Fail-closed · name and date of birth, exact match

    Three attempts, then a person

    No — by design
  • Plan changes and enrollment—

    Licensed-agent resolution

    Licensed action · a licensed agent takes the call

    No — by design
  • Distress, complaint or appeal—

    Immediate human-led path

    Warm transfer with the transcript and the intent attached

    No — by design

The rows that say no are the reason the rest are credible. A licensed action never leaves a licensed person, an unverified caller never reaches the record, and a member in distress reaches a human with the transcript already in front of them.

Get the full operating model
Live demo

Talk to Eva. Verify a member. Watch the database answer.

The demo runs against the real backend: verify as a seeded member, ask about coverage, change an address — it persists. Synthetic data, real plumbing. Verify as Sam Steele (June 30th, 1971), Maria Alvarez (March 14th, 1985), or David Chen (November 2nd, 1978).

Choose a scenario. Talk to Eva.

Your choice opens the prepared synthetic member call directly and hands the microphone from Nova—or any agent test—to Eva. Your browser may ask for microphone permission once.

Synthetic member records · one active voice experience

Tip: open Nova from the header and ask her to run the demo — she’ll hand you over to Eva with a member identity ready.

Multi-client operations

Run it for your clients — each one isolated, each one auditable.

For service providers and TPAs operating member services on behalf of payer-scale clients. The reference architecture separates agents, fulfillment scopes, document stores, and audit evidence by tenant, with provisioning and access policy treated as controlled engineering artifacts.

Tenant isolation

Per-client agents, scoped fulfillment, separate RAG document stores. One client's change never touches another's.

Supervisor controls

Role-scoped monitoring, whisper, and takeover paths can be integrated with the contact-center estate, with transcripts and dispositions designed to write to the governed operating record.

Compliance evidence

HIPAA-aligned posture, BAA-ready engagements, per-turn audit logs, verification-before-facts enforced in the playbook — evidence packs per client, per period.

Design an agent against your own playbook, then talk to it.

Name it, give it the job, and load the disclosures and answers your compliance function has already approved — then have the conversation. The builder runs on synthetic data. A production agent runs inside your boundary, against your system of record, with a named owner on every consequential turn.

Open the agent builder