Siyada Tech · internal research
Ragaban
Research and working tools for the clinic-partnership initiative on insurance claim denials in Saudi Arabia.
The Clean Claim Playbook →
Why Saudi payers refuse clinic claims, how their AI adjudication decides, and the 90-day prevention plan — process, appeals, and the technical build.
Denials Databank →
Browsable claim-rejection datasets: the official NPHIES denial-code registries, 12,000 synthetic KSA claims, and verified international benchmarks — with search, filters, and pagination.
OSS Lab →
Six open-source claims projects from the prior-art sweep, scaffolded and evaluated — three MIT-licensed apps running live with demo data; license-restricted ones stay local.