Agentic revenue orchestration
Work items move through patient access, authorization, documentation, coding, pricing, claims, remittance, recovery, finance, and costing roles with visible ownership.
Capabilities carried with every work item
The operating system behind Abu Dhabi revenue work.
AIRCM combines accountable work queues, specialized agent roles, evidence-linked recommendations, deterministic controls, and Abu Dhabi exchange operations in one traceable system.
IN · 01HIS intakeEvidence carried forward
AI · 02Agent reasoningEvidence carried forward
HA · 03Human authorityEvidence carried forward
EX · 04Shafafiya exchange edgeEvidence carried forward
Shafafiya exchange boundary
XML preparation, schema evidence, release authority, response handling, and correction paths remain visible without presenting UAT as live exchange connectivity.
DoH Abu Dhabi rule packs
Jurisdiction, facility, currency, process, evidence, and rule-pack versions travel with the work rather than disappearing into technical identifiers.
Human-controlled decisions
Material authorization, claim release, correction, appeal, posting, and external-action decisions remain assigned to explicit human authorities.
Governed multi-model AI
Server-owned model routing produces recommendations and explanations while deterministic validation and approved evidence remain authoritative. Every AI response carries its provenance, and any non-production fallback is explicitly flagged — never silently substituted.
Abu Dhabi operating controls
ADHICS-aligned architecture posture, scoped access, evidence lineage, and immutable audit references support accountable revenue operations.