Scope of coverage
Three domains. One consistent standard.
RIQA applies the same four-phase verification framework across three primary research and analytics domains, each with domain-specific verification procedures anchored to established community standards.
Domain 01
Preclinical & Biomedical Research
Quantitative experimental and computational workflows from laboratory, genomic, imaging, and in vivo techniques. Two production-ready verification modules currently available.
qPCR Livak v1.1 · StableFlow Herzenberg v1.1 · StableRNA-seq · Prototype
Domain 02
Clinical Research & Trial Analytics
Clinical endpoint and survival analyses where integrity of outcome reporting has direct regulatory implications, verified by a neutral, non-sponsoring party.
Survival analysisSAP reconstructionEndpoint derivationSensitivity analysis
Domain 03
Healthcare Analytics & Quality Assurance
Claims data, risk adjustment models, and quality reporting systems where implementation errors carry direct financial and compliance consequences.
HCC risk adjustmentClaims analyticsETL governanceQuality measures