SolutionsHealthcare

Healthcare

AI-engineered systems that connect clinical, operational, and financial data - so healthcare organizations decide faster without adding complexity.

Cross-Ministry Common Client Identification

Probabilistic matching across three ministries found 1,511 common clients - and became the standing cross-ministry data sharing framework.

Shared Analytics Platform - 34 Agencies

One enterprise data warehouse with a common data dictionary negotiated across 34 independent mental health agencies - making the network's collective outcomes visible and fundable for the first time.

Physician Billing Integrity Analytics

ML anomaly detection with peer-group comparison across provincial physician claims. Review capacity redirected from complaint-driven to highest-signal cases.

Opioid & Substance Harm Surveillance

Supply changes and harm outcomes made visible against each other across health, medical examiner, and police data - the view no single agency's data could produce alone.

Synthetic Health Data for Pharma Collaboration

Synthetic cohorts preserving distributions, correlations, and edge cases - enabling research collaboration with Merck and Pfizer on data that could not otherwise have left the province.

Enterprise AI Governance Framework

Complete AI governance instrument covering responsible AI policy, risk appetite, vendor due diligence, algorithmic collusion safeguards, and board-level KPIs. Adopted by a major Canadian GPO.

ICU Capacity Prediction

Capacity modelling method validated across two fundamentally different health systems - Canadian and US - to understand which elements generalise and which are system-specific artifacts.

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