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Customer-Facing AI AgentsAutonomousHealth PayersInsurance

Claims Status Agent

Explains claim status, EOB detail and denial reasons to members in channel.

35–55% of claims-status demand resolved in channel

The problem. Repetitive claims-status demand consumes member-services capacity that regulated appeals and grievance work needs, and every avoidable call carries a per-contact cost.

The agent authenticates the member, retrieves claim and EOB detail from the claims platform, and explains the outcome in plain language grounded in the member's own plan documents.

Where a denial is explainable, it explains it and states the next step. Where an appeal is warranted, it assembles the case and routes it to a licensed specialist.

Answers cite the plan provision they came from, so the explanation survives a compliance review.

Before

Members call for status they could not find, wait in queue, and specialists repeat the same explanation dozens of times a day.

After

Members get an accurate, cited answer immediately, and specialists work appeals and grievances with the case already assembled.

Reference architecture

Where this agent sits in the stack.

One conversational layer across voice and digital, wired into your CCaaS platform and CRM rather than bolted alongside them.

Customer channelsSystems of record
  1. 01

    Customer channels

    Voice, web chat, mobile app, WhatsApp, SMS and social — one conversation model, channel-specific presentation.

  2. 02

    NLU & dialog orchestration

    Intent, entity and LLM-based understanding, disambiguation, context carry-over and deterministic dialog policy for regulated flows.

  3. 03

    Knowledge & fulfilment

    Grounded retrieval over approved content plus transactional fulfilment through APIs — order status, payments, appointments, account changes.

  4. 04

    Escalation & agent handoff

    Warm transfer with full transcript, intent and authentication state so the customer never repeats themselves.

  5. 05

    CCaaS & systems of record

    Amazon Connect, Genesys Cloud, NICE CXone or Five9 alongside CRM, order management and billing.

Integration surface

  • Claims adjudication platform
  • Member portal and eligibility service
  • Plan document repository
  • CCaaS and CRM

Guardrails & human oversight

  • No benefit determination, coverage decision or appeal outcome is made by the agent.
  • Answers are grounded in the member's own plan documents with the provision cited.
  • Every action outside policy stops at a reviewer queue with the agent's reasoning, evidence and proposed change attached.
  • Appeals, grievances and eligibility disputes escalate to a licensed specialist immediately.

What has to be true first

  • Read access to claim, EOB and eligibility data.
  • A current, versioned plan-document repository.
  • An agreed member authentication standard.

Security, data & compliance

  • HIPAA-aligned handling with a signed BAA and PHI confined to your tenancy and region.
  • Customer and employee data stays inside your tenancy and region; no training on your data by default.
  • PII is redacted before it reaches a model, and prompts, responses and tool calls are retained under your retention policy.
  • Every tool call, input, decision and system write is logged and replayable for audit and model-risk review.
Rollout

How this agent reaches production.

  1. Weeks 1–2 · Scope

    Intent and plan-line selection, document repository review, compliance sign-off on answer style.

  2. Weeks 3–6 · Build

    Claims and document retrieval wired, citation enforced, escalation paths built.

  3. Weeks 7–10 · Production pilot

    Live on one plan line with compliance review of sampled transcripts.

  4. Quarter 2+ · Scale & run

    Expanded across plan lines and channels with quality and citation reporting.

Measurement plan

What we agree to be measured on.

Ranges drawn from comparable production engagements. Your baseline is agreed before build starts, and the same numbers are reported after go-live.

MetricExpected range
Claims demand resolved in channel35–55%
Cost per escalated contact20–30% lower
Answers with a cited plan provision99%+
Appeal packages arriving complete2x more

Model the business case: Contact Center AI ROI calculator →

Production pilot

One plan line live across voice and digital with compliance-reviewed transcripts and a measured containment result.

Fixed-price scope · milestone billing · price on request.

Scale & run

All plan lines, multilingual coverage, and appeals-package assembly run under a service SLA.

Retained pod · quarterly outcome review · price on request.

Agent specification

The full Claims Status Agent specification, as a PDF.

A multi-page specification your architecture, security and procurement reviewers can read without a call: what the agent does, the architecture, the integration surface, autonomy and guardrails, security posture, rollout plan, measurement plan and engagement shape.

  • Process before and after, with the decision that stays with a human
  • Layered architecture diagram and named integration surface
  • Guardrails, approval gates, escalation and audit trail
  • Security, data handling and compliance posture
  • Phase-by-phase rollout and the measurement plan
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Delivered with this playbook

Contact center modernization: from IVR to conversational AI

A step-by-step migration model for retiring legacy IVR and moving to conversational AI without breaking CX. Covers platform selection, data readiness, integrations, agent experience, QA and cutover — proven across NICE, Genesys, Amazon Connect, Kore.ai and Five9 estates.

Read the playbook →
Related use cases
Buyer questions

What enterprise buyers ask about this agent.

Short, quotable answers on scope, systems, autonomy, governance, timeline, outcomes and commercial shape.

What does the Claims Status Agent actually do?

Explains claim status, EOB detail and denial reasons to members in channel. The agent authenticates the member, retrieves claim and EOB detail from the claims platform, and explains the outcome in plain language grounded in the member's own plan documents. Where a denial is explainable, it explains it and states the next step. Where an appeal is warranted, it assembles the case and routes it to a licensed specialist. Answers cite the plan provision they came from, so the explanation survives a compliance review.

Which systems does the Claims Status Agent act in?

It works across Claims platform, Member portal, Plan documents, CRM. The named integration surface is Claims adjudication platform; Member portal and eligibility service; Plan document repository; CCaaS and CRM.

Which platforms is the Claims Status Agent built on?

We deliver it on the platforms you already own — Genesys Cloud, Kore.ai, Azure OpenAI. Pronix.ai is a systems integrator, not a software vendor, so the code, prompts and evaluation sets belong to you.

How much autonomy does it have?

Autonomous autonomy. No benefit determination, coverage decision or appeal outcome is made by the agent. Answers are grounded in the member's own plan documents with the provision cited. Every action outside policy stops at a reviewer queue with the agent's reasoning, evidence and proposed change attached. Appeals, grievances and eligibility disputes escalate to a licensed specialist immediately.

What has to be true before we start?

Read access to claim, EOB and eligibility data. A current, versioned plan-document repository. An agreed member authentication standard.

How is it secured and governed?

HIPAA-aligned handling with a signed BAA and PHI confined to your tenancy and region. Customer and employee data stays inside your tenancy and region; no training on your data by default. PII is redacted before it reaches a model, and prompts, responses and tool calls are retained under your retention policy. Every tool call, input, decision and system write is logged and replayable for audit and model-risk review.

How long does it take to reach production?

Delivery runs in 4 phases. Weeks 1–2 · Scope: Intent and plan-line selection, document repository review, compliance sign-off on answer style. Quarter 2+ · Scale & run: Expanded across plan lines and channels with quality and citation reporting.

What results should we expect?

35–55% of claims-status demand resolved in channel. Expected ranges from comparable production engagements: Claims demand resolved in channel 35–55%; Cost per escalated contact 20–30% lower; Answers with a cited plan provision 99%+; Appeal packages arriving complete 2x more. Your baseline is agreed before build starts and reported on the same measures after go-live.

What does an engagement look like?

Production pilot: One plan line live across voice and digital with compliance-reviewed transcripts and a measured containment result. Scale and run: All plan lines, multilingual coverage, and appeals-package assembly run under a service SLA. Fixed-price pilot with milestone billing, then a retained pod with quarterly outcome reviews.

What does the Claims Status Agent cost?

Price on request. Every agent is scoped to your integration surface, data readiness and compliance posture, so we send a written estimate after a 30-minute scoping call rather than publish a band that would not apply to you.

Next step

Scope the Claims Status Agent against your systems.

A 30-minute working session with the architects who deliver it: your integration surface, the decision that stays with a human, the measurement plan and a written estimate. We reply within one business day.

Price on request

Get a written estimate for the Claims Status Agent.

Tell us the process, the systems it touches and the compliance scope. We come back with a scope, a measurement plan and a written estimate — no published band that would not apply to you.

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