Healthcare — Eligibility & Capacity hero

Healthcare — Eligibility & Capacity

From rigid legacy PAS and EMRs to composable, rules-driven eligibility, pricing, and capacity control — with airline-grade precision.

Overview

Healthcare has its own legacy baggage: eligibility checks buried in EDI, opaque prior authorization, scheduling friction, and pricing that feels like roulette. It’s time for a Modern Healthcare Retailing model — parallel to what airlines did with Modern Airline Retailing.

Our Offer Engine lets providers, payers, and platforms assemble healthcare “products” dynamically — whether that’s a bundled procedure, a telehealth package, or a coverage extension. Eligibility becomes programmable, pricing explainable, and capacity (beds, slots, staff) enforceable in real time.

Real-time eligibility check
Dynamic bundles in healthcare services
Capacity dashboard for beds and appointments

High-impact use cases

Real-time eligibility

Replace batch EDI checks with instant, API-driven eligibility for patients and services.

Dynamic care bundles

Assemble procedure + follow-up + medication as one transparent offer.

Capacity throttling

Beds, OR slots, telehealth appointments — allocate dynamically, avoid overbooking.

Smart pricing

Blend cost benchmarks, negotiated rates, and ML forecasts — with compliance guardrails.

Prior auth automation

Dynamic validation rules can pre-clear or deflect prior authorizations instantly.

Explainable coverage

Show patients and providers why coverage was approved or denied — instantly, auditably.

How our modules fit

  • Dynamic Validation — eligibility, benefit limits, medical necessity, compliance rules.
  • Offer Engine — bundle services, visits, and coverage extensions into coherent patient offers.
  • Dynamic Pricing — transparent pricing: DRGs, negotiated rates, ML cost forecasts, with guardrails.
  • Stock (Capacity) Keeper — monitor and throttle scarce resources like staff slots, beds, devices.
  • Order Store — maintain audit trails of eligibility checks, bookings, and billing events.

Reference architecture

Deploy per engine with clean APIs, HIPAA-ready observability, and zero-downtime versioning. Managed or self-hosted — you choose, we enforce compliance controls.

Healthcare — Eligibility & Capacity architecture

Key design choices

  • Eligibility as code: replace static payer tables with rule files you can change daily.
  • Composable offers: patient-centric bundles, not siloed line items.
  • Capacity control: atomic counters for OR slots, ICU beds, and staff hours.
  • Auditability: every eligibility check and booking logged, versioned, and explainable.
  • Interoperability: FHIR, HL7, and OpenAPI adapters out of the box.

FAQs

Is this an EMR replacement?
No — we complement EMRs/PAS by externalizing eligibility, pricing, and capacity logic. Faster to change, easier to audit.

How does it handle compliance?
All modules support HIPAA/GDPR controls, encryption, and full audit trails. We provide evidence packs for regulators.

Can it integrate with payers?
Yes — APIs can front or wrap legacy payer systems. Eligibility/coverage rules can be layered in real time without changing the PAS.

What about performance?
Airline-grade latency: eligibility checks in <100ms; scalable to millions of daily calls.

Can we start small?
Absolutely. Pilot with one eligibility rule set or capacity counter, then expand across departments.

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