Healthcare & Life Sciences.
Data & AI for hospitals, health-techs, and diagnostics labs. We build systems for clinical decision support, patient data governance, and diagnostic validation — where accuracy isn't optional.
Research Framework
Privacy-first clinical data pipelines.
From EMR, LIS, claims, and device data through privacy-first de-identification and consent gating. Every step is audited. Research datasets are versioned and cohort-ready. Models are evaluated and clinician-reviewed.
Current research:
Clinical decision support with uncertainty
Active researchBuilding AI systems that explain confidence bounds. Not just predictions — calibrated risk.
Patient data lineage in multi-system environments
Active researchEHR fragmentation is the status quo. We're exploring consent-aware data federation.
Diagnostic AI validation frameworks
PublishedHow do you validate an AI against radiologist consensus? We're running benchmark studies.
Health economics modeling
Active researchData-driven cost-benefit analysis for treatment pathways. Focused on Indian health systems.
We partner on clinical and health data problems.
If you're solving a problem that hasn't been solved yet — patient matching across systems, diagnostic validation, cost modeling — let's talk.
Hospitals · Health-techs · Diagnostic labs · Health economics researchers