Jack Roche
AI governance and partnership operating systems. I build the systems that partner and delivery teams run on, then lead the people who run them.

From building software to governing intelligent organizations.
- DeveloperCode · Logic · Software · Architecture
- Systems Administrator
Operating Systems
Infrastructure · Networks · Reliability · Security - Technical Consultant
Connecting Systems
Requirements · Integration · Delivery · Solutions - Project Manager
Coordinating Systems
Planning · Execution · Risk · Teams - Product Manager
Designing Systems
Products · Customers · Data · Outcomes - Enterprise Product
Scaling Systems
Platforms · Architecture · Enterprise · Strategy - Entrepreneur
Owning Systems
Business · Brand · Operations · Growth - Strategic Partnerships
Connecting Organizations
Alliances · Ecosystems · Integration · GTM - Enterprise Strategy
Designing Organizations
Transformation · Operating Models · Enterprise AI · Scale - Governance
Improving Systems
Governance · Continuity · Judgment · Reuse - Today
Strategy · Systems · Governance
CastleGate · Enterprise AI · Continuity · Intelligent Organizations
Enterprise partnerships and AI initiatives rarely fail because of strategy. They fail because product, engineering, sales, legal, and partner teams operate independently, with no shared governance layer connecting them.
My work is building that layer: the operating models, lifecycle governance, and commercialization frameworks that turn strategic partnerships and AI investments into measurable, accountable outcomes rather than slideware.
I'm currently focused on roles at the intersection of AI governance and partnership strategy, where the work is standing up the operating system, not optimizing one that already exists.
Stage-gate lifecycle systems, readiness validation, and cross-functional accountability spanning product, legal, GTM, and corporate strategy.
Partner segmentation, tiering, and investment prioritization across ISV, GSI, and hyperscaler ecosystems.
Partner-sourced pipeline, co-sell activation, and executive negotiation across enterprise technology partnerships.
Own lifecycle governance for a 175+ partner ISV and technology ecosystem. Designed the stage-gate operating system now the team's standard protocol, including an AI-assisted version that replaced manual review cycles.
Independent advisory practice for enterprise software companies on partner operating models, commercialization frameworks, and AI governance. Essays on these topics published on this site.
Led ML and predictive analytics initiatives across D&B's core data products, alongside enterprise cloud modernization spanning AWS, Azure, and GCP.
Architected a modular governance and lifecycle management platform designed to spawn reusable vertical products from a shared core engine. Live in pilot.
25 years across enterprise transformation, cloud platforms, data and machine learning, and partnership strategy: Cisco, Heidrick & Struggles, Hero Digital, Intel, Old North (Founder/CEO), NOAA, VMware, Wells Fargo, Telephia, ScanSource, Website Pipeline, and Charter Communications, spanning 2001 to present. Full role-by-role resume available on request.
