Public-interest systems, governance frameworks, and knowledge infrastructures designed to help organizations, communities, and institutions navigate change.
RINGO
Community knowledge system for Hamilton, preserving, organizing, and surfacing local memory.
CHUNX
Creative analysis system for evaluating, understanding, and advancing ideas, narratives, and cultural projects.
CANADIAN HEALTHCARE AI
AI infrastructure for improving access to trustworthy, relevant, and understandable health information.
HPOA
Organizational development and digital transformation for the Health Professionals and Occupational Association.
PERKINS
Manuscript analysis system for evaluating and developing craft in long-form fiction and narrative writing.
CONTROLLED INTELLIGENCE
Framework for safe, aligned, and auditable AI systems in sensitive and regulated environments.
AFFINITY BRIDGE
Strategic advisory and capital intelligence for early-stage technology ventures.



