AI Strategy & Implementation
A clear-eyed assessment of where AI creates leverage in your business — and a plan to ship it without distraction.
- → Opportunity map
- → Build vs. buy guidance
- → 12-week roadmap
/services
Six ways to work with me.
Every engagement is anchored in Interpreted Context Methodology — structured for legibility, built for production, billed for outcomes.
Custom Agentic Workflows (ICM)
Production-grade agent systems built using Interpreted Context Methodology. Folder-structure orchestration that stays legible at scale.
- → Context architecture
- → Folder templates
- → Runner + observability
Team Training & Workshops
Hands-on training that gets your engineers fluent in ICM in a single week. They leave with real production output, not slideware.
- → 5-day intensive
- → Internal playbook
- → 30-day follow-up
AI System Audits
A focused diagnostic on an existing AI pipeline. Most teams have 30–40% latency and cost still on the table.
- → Audit report
- → Quick-win backlog
- → Architecture review
Retained Advisory
Ongoing partnership for teams scaling AI past the prototype stage — weekly reviews, escalation channel, hiring support.
- → Weekly reviews
- → Async escalation
- → Hiring loop design
Community Membership
Premium Skool community for serious operators learning ICM end-to-end alongside other practitioners.
- → Weekly teardowns
- → Template library
- → Live build sessions
Not sure which fits?
Most engagements start with an audit or a discovery call. We'll figure out the right shape together.
Start a conversation