About Epoch
Not awareness. Not a leadership briefing deck. The working knowledge that changes how you make decisions.
Who this is for
A specific problem keeps appearing at the senior end of organisations dealing with AI. The people who most need to understand it - who are, in fact, paid to understand it - are the ones who've had the least time to learn it properly.
The CTO who can hold a board conversation about AI strategy but can't explain what a transformer actually does. The Head of AI whose mental model was formed during the ImageNet era and hasn't been updated since. The governance lead who treats AI risk as synonymous with algorithmic bias, and hasn't yet encountered the harder problems.
These aren't failures of intelligence. They're the normal result of being promoted into a role that moved faster than any reasonable person could track while also doing their job. The gap is real, it matters, and the standard response - a conference talk, a vendor briefing, a McKinsey report - doesn't close it.
Epoch is built for exactly that person.
Not an introduction for complete beginners. Not a technology survey for the curious. Structured, rigorous content designed to close the gap between the title you hold and the understanding required to do it well - at a pace and depth that fits a senior schedule.
How it's different
No fluff
Every lesson earns its place. If a concept doesn't change how you think or act, it isn't here. The standard isn't awareness - it's the kind of understanding that holds up when someone pushes back in a room.
Built from practice
The content comes from real enterprise work - AI governance at scale, production deployments, and the patterns that reliably fail. Not curated readings or academic frameworks applied in hindsight. Problems from the field, explained with the precision they deserve.
Designed for senior schedules
Self-paced with a full year from purchase. Each course covers a focused area so you can go deep on what matters most to your role right now. No cohort schedules, no synchronous sessions, no mandatory homework.
The instructor
Twenty years at the intersection of technical AI and organisational reality - from early ML research and enterprise AI deployment, through large-scale global programs at Shell and Philips, to shaping IEEE standards and OWASP AI security guidance.
The advisory work - AI governance, safety architecture, and strategy for enterprises navigating production AI - is what Epoch is built on. The problems in the curriculum are the problems that keep appearing in practice. The frameworks exist because the generic ones don't hold up when they meet an actual engineering team, a real compliance requirement, or a system operating without a human in the loop.
Epoch exists because the training gap at the senior level is real, and the available options for closing it are either too shallow to be useful or too technical to be practical for someone who also has to run three other things.
15+
Years in AI/ML
10+
Years AI governance
30+
Enterprise engagements
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Two courses available now, with more in development across agentic systems, practical AI leadership, and AI-assisted software development.
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