About Patrick McCarthy
Enterprise Intelligence Architect, systems designer, and author, working at the intersection of organizational intelligence, AI systems architecture, and formation-phase institutional design.
Founded CR-WK in 2010. Fifteen years building the intelligence layer that makes complex systems coherent, capable, and self-improving, inside enterprises, startups, and civic organizations.
Creator of the Systems of Formation framework, a nine-principle methodology for understanding why systems produce the outcomes they do, and how to change those outcomes by changing the conditions that generate them.
Manuscript: Systems of Formation: Designing the Conditions of Human and Institutional Flourishing, with Chelsea Green Publishing.
CR-WK is the umbrella over a connected venture stack: Regen Technologies, Sowly, Prosperity as a Baseline, The Open Record, and the Enterprise Intelligence Platform.
Services: Three Areas, One Engagement Model
AI Systems Architecture and Agentic Workflow Design
Designing the intelligence coordination layer that makes AI actually work inside your organization, not just locally within individual tools. Agentic workflow architecture, institutional knowledge infrastructure, and the integration layer that makes the stack coherent.
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Agentic workflow design and implementation
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Enterprise Intelligence Platform architecture
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Institutional knowledge externalization and AI-ready repository development
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Intelligence coordination layer design
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AI-ready artifact development
Whole-System Formation Consulting
Deep immersion into your organization's complete intelligence environment. Diagnosis of the whole system, not a department, not a process. A roadmap and artifact set that makes the redesigned system operational, with implementation support through execution.
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Phase 1: Immersion: consuming and cataloging institutional knowledge
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Phase 2: Diagnosis: Systems of Formation framework applied to the whole system
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Phase 3: Roadmap, artifacts, and implementation
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Ongoing implementation support, not a handoff
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Formation gap and feedback loop analysis
Formation-Phase Advisory
For founders and civic organizations at the beginning of something. Building the constitutional design, the survival floor, and the conditions that make the venture viable before optimization begins. CR-WK engagements at this stage are often structured on deferred equity models.
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Survival floor identification and structural design
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Constitutional design for early-stage ventures
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Formation interview and organizational diagnostic
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Deferred equity engagement structures
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Civic organizational design and pathway architecture
How We Work: Three Phases
Phase 1: Immersion
CR-WK embeds in the organization. We consume institutional knowledge (documents, workflows, history, informal understanding) and build a complete picture of the intelligence environment before diagnosis begins. Nothing is prescribed before we understand what is actually there.
Phase 2: Diagnosis
The Systems of Formation framework is applied to the whole system. Not a department. Not a process. The full formation logic, across all nine principles, is mapped to the organization's actual conditions. The diagnosis produces a clear account of why the system produces the outcomes it does.
Phase 3: Implementation
A roadmap and artifact set are produced and made operational. CR-WK stays through execution. This is not a handoff engagement. The measure of success is a system that is capable of sustained, intelligent, self-improving action.
The Systems of Formation Framework
A nine-principle methodology for understanding why systems produce the outcomes they do, and how to change those outcomes by changing the conditions that generate them.
Manuscript: Systems of Formation: Designing the Conditions of Human and Institutional Flourishing, with Chelsea Green Publishing. Preview: https://systemsofformation.com
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Systems produce the outcomes their conditions are designed to produce
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Conditions, not people, are the primary lever of change
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Formation precedes optimization
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The survival floor must be established before growth can be pursued
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Constitutional design at formation determines everything downstream
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Intelligence is coordination, not capability within individual nodes
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Feedback loops are the nervous system of the whole
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Visibility enables stewardship (Principle VIII)
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Participation in the system leads to ownership of the system
Work: Engagements
Enterprise Intelligence Transformation
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Type
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Fortune 500
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Duration
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5 Years
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Status
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Active
The engagement began as a content architecture project. It became something else. Over five years embedded inside a Fortune 500 marketing and development organization, the work expanded from system design to full institutional intelligence architecture, consuming, cataloging, and externalizing five years of institutional knowledge into 123 AI-ready artifacts in an agnostic repository.
The development lifecycle template built during this engagement is now used as the standard across every engineering department in the organization.
Current phase: leading the transformation of marketing and development lifecycles into agentic services, at the frontier of the organization's current technical capabilities in headless content management and AI-assisted workflow design.
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123 artifacts in an AI-ready, agnostic repository
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Agentic development lifecycle template adopted company-wide
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Headless content management architecture
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AI-assisted marketing workflow infrastructure
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Formation diagnostic across the full marketing and development system
KaleidoscopeME
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Type
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Founder Advisory
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Status
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Active
Liza Savage-Katz came in with a vision and a pattern that was quietly working against it. The formation phase identified the survival floor, the minimum monthly revenue required for the venture to operate from stability rather than scarcity, and redesigned the structural conditions around it. Not mindset work. Condition change.
The engagement is structured on a deferred equity model, CR-WK's stake grows as the venture grows. A live demonstration of the Sowly principle: participation in the system leads to ownership of the system.
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Survival floor identification and structural design
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Formation interview and organizational diagnostic
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Deferred equity engagement model
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Hive concept development: Active Life Family, teacher training, and retreats as integrated system
The Open Record
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Type
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Civic Intelligence
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Status
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Live
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URL
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https://sof-theopenrecord.com
Most civic information systems make data available without making it legible. The Open Record is a live public platform that ingests Vermont legislative data via LegiScan API, runs each policy through a structured multi-dimensional evaluation framework, and surfaces scored, evidence-linked analysis for public consumption, permanently, immutably, and without editorial bias.
This is the Systems of Formation framework applied to civic intelligence. Principle VIII, Visibility Enables Stewardship, in production.
Vermont pilot: 5,853 policies ingested. Three published scored timelines. 200+ organic visitors before any promotion. New Hampshire expansion in planning.
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LegiScan API integration
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Multi-dimensional policy evaluation framework
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Immutable run architecture
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Practitioner dashboard
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GitHub agentic documentation layer
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Donation infrastructure (Wikipedia model)
Enterprise Intelligence Platform
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Type
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Architecture
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Publication
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White Paper, March 2026
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URL
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https://cr-wk.com/Whitepaper
Most enterprise AI deployments introduce intelligence system by system. The result is a new layer of fragmentation: intelligent tools that still do not work together. The Enterprise Intelligence Platform is the architecture that makes the stack coherent.
Four layers: institutional knowledge base, domain intelligence agents, coordination layer, human interface and governance. Four principles: human oversight as permanent, context before capability, intelligence through coordination, governance embedded not bolted on.
The HP engagement is the EIP at enterprise scale, deployed and proven. The Personal Executive OS is the EIP at human scale: proof of concept before enterprise deployment.
UVDGA: Upper Valley Disc Golf Association
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Type
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Civic Organization
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Status
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Formation Phase
Active civic engagement applying the CR-WK formation methodology to local organizational design. Formation phase. Constitutional design in development. Pathway architecture for multiple engagement types being established. Proving the methodology works across civic, founder, and enterprise contexts with equal coherence.
Publications
Enterprise Intelligence Platform: A Human-Centered Architecture for Coordinated Enterprise Intelligence
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Type
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White Paper
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Published
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March 2026
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URL
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https://cr-wk.com/Whitepaper
A complete architectural framework for enterprise AI deployment. Covers agent design principles, institutional knowledge layer construction, intelligence coordination architecture, human interface and governance models, and organizational maturity models for intelligence capability development.
Systems of Formation: Designing the Conditions of Human and Institutional Flourishing
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Type
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Book manuscript
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Publisher
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Chelsea Green Publishing (forthcoming)
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URL
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https://systemsofformation.com
A nine-principle methodology for understanding and redesigning the conditions that generate organizational outcomes. The theoretical foundation for all CR-WK practice.