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AI-native medication adherence · 2026
IgniteHealth is the AI-native system for Medicare Advantage. PrefillX, our first product, marks 80%+ of routine medication refills as Met against the clinical protocol — Flagging the rest for the pharmacist of record — and turns adherence into measurable Star Ratings revenue.
Outcomes · earned, not promised
Designed for Medicare Advantage plans, ACO partners, and the pharmacy networks that serve them
How it works
Pharmacists own the decisions. PrefillX marks the routine path Met against the protocol and keeps the audit log complete to four nines.
Step 1
Refill events arrive over the customer-configured channel — typically a FHIR R4 subscription or an NCPDP SCRIPT inbound. The platform hashes, classifies, and queues in under one second.
Step 2
Reasoning model runs the pharmacist-authored clinical protocol; routine refills are marked Met, edge cases are Flagged for pharmacist review with a full trace.
Step 3
Pharmacists review every refill. Met cases confirm in seconds with the reasoning trace inline; Flagged cases come pre-ordered by adherence risk with the full chart context attached. Every reasoning trace is a one-click expand.
Step 4
The pharmacist-approved output is returned to the customer’s EHR with the reasoning trace attached. The prescriber’s signature and any downstream pharmacy routing happen through the EHR’s existing workflow; member adherence is logged against MAC, MAD, MAH.
Live ops · synthetic
PrefillX is designed for the stack your team already uses — Epic, Oracle Health (Cerner), athenahealth, eClinicalWorks — and surfaces every triage event so pharmacy ops can see the platform working.
synthetic tail · no PHImet / flagged only
ops.ignitehealth · refills.tail
okA live SSE stream of synthetic refill events. No PHI. Member IDs and NDCs are fabricated. The format is exactly what the production stream emits — one event per refill, with member, drug, criteria-check output, latency, rolling 90-day PDC, and state.
QBP uplift calculator
Drag the inputs to model your benchmark. Results update live and use the same math we publish on /methodology.
State is saved in the URL — share it with finance.
Projected Stars after 12 months
3.5 → 4.0
Modelled at $1,150 PMPM benchmark and 65% rebate share1. Plan-specific results depend on bid, region, and CMS rate announcement.
Integrations
Designed against the FHIR R4 specification — Patient, MedicationRequest, Observation — to connect to the four EHRs that cover approximately 80% of Medicare Advantage lives.
Built on the HL7 specs your interop team already audits.
Our criteria-check output flows back to the customer’s EHR as a structured update with the reasoning trace attached. The prescriber’s signature and any downstream SCRIPT routing to the pharmacy happen through the EHR’s existing connectivity — we do not communicate with pharmacies directly.
Pricing
Frequently asked
Book a readout
We share the QBP math for your specific bid, region, and rebate share. No deck — just a working spreadsheet you keep.