Institutional Intelligence
Knowledge systems, retrieval infrastructure, and governed interpretation for organizations where getting it wrong has consequences.
Modern systems forinstitutions that valuejudgment.
I build systems for organizations navigating technological change without surrendering institutional memory, culture, or human relationships.
The work spans healthcare, publishing, governance, and communications infrastructure.
Recent projects include legislative intelligence tools, governed retrieval systems, a member communications platform, and large-scale organizational transitions.
Areas of Practice
Systems, culture, infrastructure.
Governed AI Systems
Careful AI adoption, organizational policy, and controlled environments designed for trust rather than hype.
Systems Transition
Operational migration, communications infrastructure, and digital modernization for institutions with real constraints.
Publishing & Cultural Systems
Editorial infrastructure, literary communities, and durable public culture for writers and independent organizations.
Selected Work
Not theory. Working systems.
Legislative Intelligence
Custom Plain Language Healthcare Tool
A cited interpretation environment for comparing healthcare regulation across acts, sections, and transitional provisions. Built for reviewers who need governed retrieval over dense statutory corpora: not generic search, but reading with source provenance and role-aware access. The system supports comparative work across HPOA and HPA frameworks, surfacing how language shifts between instruments without flattening nuance into summaries. Designed for institutional teams who must defend their conclusions with evidence.
Healthcare Infrastructure
Interpretive AI-powered Healthcare Platform
A public demonstration platform for governed healthcare information tools, built to show what careful AI infrastructure can look like in regulated environments. The work emphasizes citation, constraint, and interpretive discipline rather than open-ended generation. It models how institutions can adopt AI-assisted knowledge systems without losing accountability over how conclusions are reached. The platform functions as both working software and a reference architecture for organizations evaluating their own adoption paths.
AI Governance
Controlled Intelligence: Secure Governed Access Structure
The Architecture
Each layer builds on the one beneath it. Nothing skips the system.
Layer 04
External Deployment
Member and public interfaces
Governed intelligence is extended outward through tools for members, partners, and the public.
Layer 03
Professional Intelligence
Monitoring and analysis
Legislation, regulatory decisions, and sector signals are defined and tracked as part of a governed workflow.
Layer 02
Internal Knowledge
Document intelligence
Board records, policies, and communications connect to tools that respect access controls and governance responsibilities.
Layer 01
Controlled Intelligence
Local inference layer
Your organization runs open-weight models inside infrastructure it governs. Sensitive work stays inside a controlled environment.
Communications Systems
Members-only Mobile Communications App
A member-facing mobile communications application for a professional association navigating digital service expectations. The work spans product architecture, editorial workflow, and the practical realities of serving a distributed membership. Designed for clarity and institutional tone rather than consumer-app novelty. The app supports how members receive news, resources, and organizational context, without treating the association as a generic content feed.
Publishing & Culture
Real Vancouver Writers' Series
A registered nonprofit literary society founded in 2010 and run for fifteen years as a durable public program for writers and readers. The series built editorial infrastructure, community rhythm, and cultural presence without corporate sponsorship. Work included programming, partnerships, publishing adjacency, and the long arc of sustaining independent literary culture in Vancouver.
About
I work with healthcare organizations, publishers, nonprofits, and member-based institutions navigating technological transition.
Much of the work sits between governance, communications infrastructure, AI adoption, and institutional memory. The goal is not acceleration for its own sake, but systems that deepen culture and human relationships rather than flatten them.
If you are trying to think clearly about AI, communications systems, or organizational transition without hype or fatalism, feel free to reach out.
Engagement
Thinking Through Change
I am available for consulting, strategy, research, and collaboration with healthcare organizations, agencies, publishers, nonprofits, and cultural institutions.
The work can begin simply: a conversation about what is changing, what should be protected, and what kind of system would actually help.
Confidentiality, candour, and practical judgment are built into the process.