50% QA reduction confirmed at a major Canadian insurer. Master data governance framework running through 50+ sprints. GenAI certified. This is what intelligent delivery looks like inside Canada's most regulated environments.
Applied GenAI to production QA pipelines at a major Canadian insurer. Practical, compliant, measurable: not proof-of-concept theatre. Built for environments where errors have real consequences.
Data governance framework designed from first principles. Full traceability from business need to delivered solution. MDM governance that scales horizontally across parallel portfolios.
Architected data migration programs end-to-end. Scoped the process, directed QA, and executed with teams of 5–10. Designed to run repeatedly at scale.
EU AI Act certified. Helping Canadian financial services organizations understand where AI is ready to deploy, where governance gaps exist, and how to build responsibly.
Built post-iteration feedback loops to prevent defect compounding. AI-augmented validation with zero leakage confirmed across 3 and 6-month measurement windows.
Power Apps, Power Query, RPA platform evaluation. DMAIC-grounded automation framework design with cost-benefit analysis and break-even projections presented to executives.
A practitioner assessment of where Canadian insurers actually stand: and what to do about it.
Stratégie IA, gouvernance des données, conception MDM ou livraison en automatisation.
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