Wastewater Genomic Biosurveillance
6 daysahead of conventional clinical reporting
Sequencing signal connected directly to provincial epidemiological models - early warning that ran ahead of clinical data.
SolutionsHealthcare
AI-engineered systems that connect clinical, operational, and financial data - so healthcare organizations decide faster without adding complexity.
6 daysahead of conventional clinical reporting
Sequencing signal connected directly to provincial epidemiological models - early warning that ran ahead of clinical data.
100h → 8hper member engagement
Semantic AI matching across catalogues with no common key - national contract book scale.
4.4Mpeople served by the models
Decision-grade pandemic models used at head-of-government level and reported to the WHO.
Probabilistic matching across three ministries found 1,511 common clients - and became the standing cross-ministry data sharing framework.
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.
ML anomaly detection with peer-group comparison across provincial physician claims. Review capacity redirected from complaint-driven to highest-signal cases.
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 cohorts preserving distributions, correlations, and edge cases - enabling research collaboration with Merck and Pfizer on data that could not otherwise have left the province.
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.
Capacity modelling method validated across two fundamentally different health systems - Canadian and US - to understand which elements generalise and which are system-specific artifacts.