For professionals navigating AI

Real AI. Without becoming an engineer.

I ship production AI systems for Canada's largest banks. The frameworks I build from that work are what I teach: how to lead, decide, and act with confidence on AI without needing to write a line of code.

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WORKING PROFESSIONALS·ENTERPRISE AI·CAREER TRANSITIONERS·FOUNDERS & TEAMS·PRODUCTION SYSTEMS
What's inside

Substance without the jargon.

⬡
AI That's Actually Real
What enterprise AI looks like from inside regulated industries, not from a vendor demo. The gap between what's marketed and what ships.
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Decisions, Not Jargon
How to evaluate, select, and challenge AI tools in your organization. Production-grade criteria, in language that doesn't require a CS degree.
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Navigating Your Organization
How AI actually moves through strategy, procurement, compliance, and governance. The organizational engineering nobody talks about.
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What Goes Wrong (and Why)
Honest postmortems on where AI fails and why 95% of enterprise AI projects never reach production. The same failures, documented so you can see them coming.
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What's Worth Your Attention
What to use, what to skip, and what to build in-house. Evaluated against production requirements, not demo benchmarks or vendor promises.
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Direct Access
Reply to any edition. Your questions, especially the ones you can't ask in a vendor meeting, often become the next full breakdown.
“Most AI education is built for engineers or for beginners. If you're a professional in the middle, leading teams, making decisions, navigating real organizations, this is built for you.”
20 spots · First cohort only

Founding Member Pass — 2026

One payment. Everything I release in 2026, delivered as it ships, not all at once. Strategy tracks, the full minicourse, live workshops, and engineering tiers. Founding price retired at 20 members.

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Judgment Transfer: Translate
Strategy Track · $97 value
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The Productivity Layer
Strategy Track · $97 value
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Production AI Minicourse
5 modules · $197 value
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3 Live Workshops (recorded)
Free + Paid #2 + Paid #3
✓
Inference Discipline: Foundation
Engineering Track · $197 value
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Inference Discipline: Judgment Layer
Engineering Track · $397 value

Retail value $972+ · Founding pass: $297 one-time

See what's inside →See everything that's included →One-time · Lifetime 2026 access · No subscription
Ovo Okpubuluku
Who's writing this

Ovo Okpubuluku

I'm a Senior AI Engineer and Technical Lead shipping production AI systems for Canada's largest financial institutions: RAG agents, agentic workflows, enterprise cloud infrastructure that passes the audits. That's the day job.

This newsletter is where I translate that work into frameworks professionals can use. You don't need to become an engineer. You need to understand AI well enough to lead it, evaluate it, and call its bluff. Every edition is built around that.

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AI clarity for professionals who lead.

Join managers, strategists, and team leads who want to understand what AI can actually do in their organizations. No technical background required.

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