Overview
Set up an HMO provider once, then every bill you analyse is tested against that provider’s own agreement, tariff and plan.
HMO providers
1
Outstanding flags
10
Knowledge gaps that distort naira findings
Warnings
17
Clinical shelf
0
Empty — chat cannot cite a clinical source
Running without an Anthropic API key
Every deterministic check still runs in full: tariff matching, price variance, missing authorization codes, duplicates, arithmetic, date variance and the structural map. What is switched off is reading values out of prose documents, transcribing scans, and chat. Set ANTHROPIC_API_KEY to turn those on — nothing already built needs to change.
HMO providers
Each provider carries its own SLA, tariff and plan knowledge.