Sequencing signal connected directly to provincial epidemiological models - early warning that ran ahead of clinical data.

Genomic sequencing was producing real outbreak signal and leaving it in research papers. We connected it directly to the provincial models decision-makers actually plan with.

Wastewater Genomic Biosurveillance

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

Three ministries suspected they were serving the same high-cost individuals. No shared identifier existed and privacy rules meant one could not simply be created. We found them anyway.

Cross-Ministry Common Client Identification

Semantic AI matching across catalogues with no common key - national contract book scale.

Hundreds of thousands of member purchases. No scalable way to identify savings opportunities against the buying group catalog. Manual analysis measured in weeks put a hard ceiling on how many members could be helped in a year.

Member Spend Intelligence

TOGAF target state architecture that made a structurally unavoidable legacy vendor exit possible.

A major third-party legacy IT contract had become structurally unavoidable - the ministry's entire architecture had been built around it. We designed the way out.

Legacy Vendor Exit & Enterprise Architecture

Decision-grade pandemic models used at head-of-government level and reported to the WHO.

A province needed to decide when to restrict and when to reopen - for 4.4 million people - on evidence that changed weekly. Every existing model answered a research question, not a decision question.

Provincial Pandemic Modelling

One warehouse serving enforcement, corrections, medical examiner, communications records, and criminal case data - operational reporting, organized crime intelligence, and pandemic response from a single platform.

8 source domains in production - enforcement, corrections, medical examiner, communications records, criminal case data - serving operational reporting and organized crime intelligence from one platform.

Ministry Enterprise Data Warehouse

AI system tracking LTV ratios, exit options, and appraisal risk across an entire MIC portfolio - flagging at-risk positions automatically before they become losses.

Real-time portfolio monitoring across LTV ratios, exit options, and appraisal risk. At-risk positions flagged automatically before they become losses.

MIC Portfolio Risk Monitor

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.

$1M government funding secured. Delivered $300K under budget. Common data dictionary and aligned definitions negotiated across 34 independent mental health agencies.

Shared Analytics Platform - 34 Agencies

Nonlinear autoregressive neural network trained on admissions and remand flow - validated against what actually happened, not optimised to match what was already known. Methodology published.

2.18% mean absolute percentage error across a 63-month validation window. Methodology published as a working paper.

Correctional Bed Demand Forecasting

Full custom ecommerce platform integrated directly with legacy ERP and custom payment processor. One unified system replacing a patchwork of tools that required constant manual intervention.

Full custom ecommerce platform integrated directly with legacy ERP and custom payment processor - replacing a fragile patchwork of tools with one unified system.

Custom eCommerce & ERP Integration

AI platform continuously monitoring competitor pricing, ad creative and spend, and inventory availability - surfacing actionable intelligence automatically before it affects revenue.

Continuous AI monitoring of competitor pricing, ad creative, inventory availability, and market positioning - surfacing actionable intelligence automatically around the clock.

Competitive Intelligence Engine

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

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

Physician Billing Integrity Analytics

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.

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

Opioid & Substance Harm Surveillance

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.

Research collaboration with Merck and Pfizer made possible on data that could not otherwise have left the province. Synthetic cohorts preserving distributions, correlations, and edge cases with zero re-identification risk.

Synthetic Health Data for Pharma Collaboration

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.

20-section governance framework adopted by a major Canadian group purchasing organization - responsible AI policy, risk appetite, vendor due diligence, algorithmic collusion safeguards, and board-level KPIs.

Enterprise AI Governance Framework

Intelligent real estate platforms with full live MLS integration and AI-assisted search that understands buyer intent beyond explicit filter criteria.

Intelligent real estate platforms fully integrated with MLS data - live searchable property experience with AI-assisted search and matching built directly into the platform.

AI-Powered Real Estate Websites

Modular AI-powered operational center unifying tasks, knowledge base, communications, and analytics. AI embedded into the foundation from day one - not added as a feature.

Modular AI-powered operational center unifying tasks, knowledge base, communications, and analytics into one intelligent workspace. AI embedded into the foundation from day one.

Flux - Unified Operational Workspace

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

Cross-border capacity modelling validated across two fundamentally different health systems - method tested against a second system rather than assumed to generalise from one.

Resources

Wastewater Genomic Biosurveillance

Cross-Ministry Common Client Identification

Member Spend Intelligence

Legacy Vendor Exit & Enterprise Architecture

Provincial Pandemic Modelling

Ministry Enterprise Data Warehouse

Ready to learn more?

Resources

Wastewater Genomic Biosurveillance

Cross-Ministry Common Client Identification

Member Spend Intelligence

Legacy Vendor Exit & Enterprise Architecture

Provincial Pandemic Modelling

Ministry Enterprise Data Warehouse

Industry Reports

Ready to learn more?