AI Platforms
AI Isn't a Feature. It's Enterprise Infrastructure
Durable AI value comes from treating intelligence as a shared enterprise capability, not a per-team feature.
Writing & Signals
Recent public writing and posts. Useful if you want evidence of how current ideas show up outside the portfolio.
Original field notes
AI Platforms
Durable AI value comes from treating intelligence as a shared enterprise capability, not a per-team feature.
Software Delivery
Model quality matters, but platform maturity is what actually determines enterprise AI outcomes.
Governance & Enablement
Risk-based governance creates safe pathways for builders instead of uniform friction for everyone.
Governance & Enablement
Sustainable AI adoption spreads through trusted relationships and shared examples, not tool access alone.
Governance & Enablement
Different builders need different levels of autonomy, coaching, and governance — matched to actual risk.
RAG & Agents
Standardized context delivery is becoming a cornerstone of AI architecture, and a new governance surface.
Notes / Essays
Most of the skills enterprise AI leadership needs came from platform engineering and DevOps, not model research.
Software Delivery
Prompt libraries, reference architectures, and evaluation frameworks create more value than isolated AI projects.
AI Platforms
Platform capability requires technical architecture and organizational operating models.
Field case studies
All case studies →Anonymized, generalized patterns from enterprise AI platform, governance, and enablement work.
Case study 01
AI work appeared across teams before a durable operating model existed.
Case study 02
Builders needed clear paths for different kinds of AI work, not one review model for all of it.
Case study 03
Agent creation became visible faster than lifecycle management matured.
Elsewhere
Published article
If you’re wondering: of course this was AI generated Remember when a slick homepage felt like winning the internet? Fast-forward to 2025: users aren’t poking around menus — they’r…
Published article
Adapting FEMA’s NIMS Framework for Site Reliability Engineering (SRE) Howdy reader! Today we’re going to talk about something pretty cool: how we can take a framework used to mana…