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Customer-Facing AI AgentsAutonomousHealthcare Providers

Patient Access Agent

Books, reschedules and confirms appointments directly in the EHR.

50–75% of scheduling demand handled without staff

The problem. Patient access capacity is consumed by routine booking traffic, capping the volume a health system can serve and pushing new-patient appointments weeks out.

The agent verifies the patient, reasons over provider availability, visit types and scheduling rules, and writes the booking straight into the EHR — including reschedules, cancellations and confirmations.

It runs proactive confirmation and waitlist outreach, so open slots are refilled instead of lost.

The moment a clinical question or a symptom appears, the call goes to patient-access staff with the full context.

Before

Scheduling staff spend the day on booking calls, abandonment climbs at peak, and no-show slots go unfilled.

After

Routine scheduling completes in the call at any hour, and staff work clinical and complex access cases.

Reference architecture

Where this agent sits in the stack.

Low-latency conversational voice on your existing telephony — barge-in, authentication and clean transfer included.

Telephony edgeSystems of record
  1. 01

    Telephony & media

    SIP or carrier trunks, media streaming, barge-in and endpointing tuned for natural turn-taking.

  2. 02

    Speech & understanding

    Streaming ASR, intent detection and LLM reasoning within a latency budget the caller does not notice.

  3. 03

    Dialog & fulfilment

    Authentication, transactional API calls, grounded answers and deterministic policy on regulated steps.

  4. 04

    Escalation & handoff

    Warm transfer with transcript, authentication state and context to the right skill or queue.

  5. 05

    CCaaS, CRM & billing

    The routing platform and the systems the call is really about.

Integration surface

  • EHR scheduling (Epic, Cerner or equivalent)
  • Patient identity and verification
  • CCaaS voice and digital channels
  • Referral and waitlist queues

Guardrails & human oversight

  • No clinical advice, triage or symptom interpretation — those intents escalate on detection.
  • Scheduling rules, visit types and provider constraints are enforced from the EHR, not learned by the model.
  • Every action outside policy stops at a reviewer queue with the agent's reasoning, evidence and proposed change attached.
  • Identity verification must pass before any record is read or written.

What has to be true first

  • Scheduling API access to the EHR with a non-production environment for build.
  • Documented scheduling rules per specialty and visit type.
  • An agreed identity-verification standard for phone and digital.

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

    Specialty and visit-type selection, scheduling-rule capture, identity standard agreed.

  2. Weeks 3–6 · Build

    EHR integration in a non-production environment, conversation design, escalation and safety rules.

  3. Weeks 7–10 · Production pilot

    One service line live, daily review of booking accuracy and escalations.

  4. Quarter 2+ · Scale & run

    Specialty-by-specialty expansion with waitlist and proactive confirmation outreach.

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
Scheduling demand resolved without staff50–75%
Call abandonment at peak30–50% lower
Slot utilisation from waitlist refill3–8 points higher
Booking accuracy against EHR rules98%+ sustained

Model the business case: Patient Access AI ROI calculator →

Production pilot

One service line booking, rescheduling and confirming live in the EHR, measured against the access baseline.

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

Scale & run

Rolled out across specialties with waitlist refill, reminders and multilingual coverage under an access SLA.

Retained pod · quarterly outcome review · price on request.

Agent specification

The full Patient Access 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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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.

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Related use cases
Price on request

Get a written estimate for the Patient Access 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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