One integrated AI platform for the acute hospital crisis Ireland is in.
Patients on trolleys in February 2026.
The worst February on record.
Nine clinical department agents, optimised together by Multi-Agent Reinforcement Learning, reading and writing through one HL7 FHIR R4 spine.
No other vendor in Ireland today offers this end-to-end. Aidoc does radiology. eAltra does pre-chemo. Oneview does engagement. The integration layer is empty.
Mean wait-time reduction in DES-MARL simulation.
28.4 hours to 2 hours. +137% throughput.
Architecture: FastAPI · MongoDB · Kafka · React · Helm · Linkerd-ready · Prometheus / Loki / Jaeger. On-premises deployable from day one. Live walkthrough available on 24-hour notice.
Calibrated against Qventus (20-35% bed-day reduction across US health systems) and GE Command Centre (35% ED wait cut at Hopkins). The pilot produces the Irish-context number that replaces these.
Three success metrics agreed at kickoff. If none move at week 12, the pilot terminates and HSE owes nothing. No licence, no integration cost, no obligation.
MSc AI (First Class Honours, Dublin Business School). Built HSE Pulse end to end as a thesis proposition. No commercial intent today. Offered for evaluation under HIHI or as a research collaboration.