Extractions We've Done
Real examples of expertise extraction - what we built, how it works, what the clients use it for.
Dr. Joe Vitale
Author, Speaker, Teacher - 40+ years in personal development
The Situation
Four decades of teaching across consciousness, manifestation, and spiritual entrepreneurship. From The Attractor Factor to Zero Limits to modern integration of Eastern and Western philosophy.
Joe's thinking evolved significantly from the 1990s to the 2020s - from basic manifestation principles to consciousness-based creation to integrated spiritual practice. This evolution was valuable, but scattered across 80+ books, hundreds of recordings, and decades of teaching.
The Extraction
Temporal properties tracking how his thinking evolved across decades. The graph understands evolution - it knows that 'Ho'oponopono (2005)' evolved into 'Radical Forgiveness (2015)' which integrated with 'Zero Limits Consciousness (2020).'
Loading Joe Vitale's Master Graph...
408 nodes • 535 relationships
What It's Used For
Personalized Guidance
An AI system that delivers teaching based on where each person is in their journey. The graph detects context and delivers appropriate frameworks - not generic advice.
Content Generation
Newsletter drafts, social posts, book chapter outlines - all grounded in Joe's actual philosophy and written in his voice. He edits and approves; the structure does the drafting.
Assessment & Recommendation
A guided conversation that diagnoses each person's situation, then generates personalized recommendations, audio content, and action plans tailored to their specific needs.
Methodology Preservation
Joe's life work now exists as reasoning intelligence, not just static content. It can answer questions he never explicitly addressed - but which are consistent with his thinking.
“This captures how I think - not just what I've said. It can answer questions I didn't know I knew, because it understands the logic beneath my teaching.”
Dr. Joe Vitale
Dan Hackett
Financial Consultant - 20+ years in business diagnostics
The Situation
Decades of pattern recognition compressed into instant analysis. Dan could look at any business's financials and spot issues in under a minute - the subtle patterns, the hidden inefficiencies, the opportunities others missed.
This wasn't textbook knowledge. It was thousands of diagnoses over decades, building instinct that couldn't be taught through conventional training. Dan's genius was trapped in his intuition. Every business that needed his eyes required his time.
The Extraction
A diagnostic knowledge graph that encodes his heuristics into structured, executable logic. Every conditional. Every exception. Every pattern he recognized unconsciously - mapped into queryable structure.
Loading Dan Hackett's Master Graph...
667 nodes • 734 relationships
What It's Used For
Diagnostic Automation
An AI system that performs initial financial analysis using Dan's pattern recognition - doing the work of a junior analyst with the precision of a veteran. Reduces his time per client by roughly 60%.
Training Infrastructure
New analysts learn Dan's methodology by interacting with his graph. They see how he thinks, why he looks where he looks, what patterns he recognizes. Training accelerated from years to months.
Client Self-Service
Clients can receive preliminary analysis using Dan's heuristics - creating a tier of service that doesn't require his direct involvement.
Exit Documentation
Dan's methodology is now documented, systematized, and transferable. Not tribal knowledge - intellectual property that increases business valuation.
Results
“It captures the instinct. It sees what I see, in the order I see it. I'm not explaining myself over and over anymore - the structure holds my reasoning.”
Dan Hackett
What Both Cases Share
Infrastructure, Not Tools
Neither project produced a simple chatbot or FAQ system. Both created structured knowledge graphs that can reason through the expert's logic - not just search their words.
Ownership, Not Subscription
Both experts own their graphs permanently. The files are portable, platform-agnostic, and buildable. No vendor lock-in. No monthly fees to access their own expertise.
Multiple Uses from One Extraction
Both extractions power multiple applications simultaneously. The same structured foundation serves different purposes depending on what the expert needs.
Fidelity, Not Approximation
Both experts validated that the systems reason like they do - not just echo what they've said. When the graph doesn't know something, it acknowledges uncertainty rather than making things up.
Interested in What This Could Look Like For You?
Every extraction is different - shaped by the expert's domain, their existing materials, and what they want to build. If you're curious whether this makes sense for your situation, let's talk.