AI interviews capture how real experts think — the judgment, not just the facts — so you can ask them anything, anytime.
How it works
Scroll to explore the architecture behind expert intelligence.
AI-powered conversations that go far beyond Q&A. Captures how experts actually think, not just what they say.
Expert knowledge stored as an interconnected graph — not flat documents, but a living map of how expertise connects.
Ask anything in plain language. Get answers grounded in real expertise, with full transparency into where they came from.
Conversational Depth
AI-driven interviews that adapt in real time, going deeper where it matters and recognizing when surface-level answers hide real insight.
Structured Extraction
Systematic approach that captures not just what experts know, but how they think — the mental models behind their decisions.
Beyond the Obvious
Surfaces the intuition and pattern recognition that experts rely on daily but struggle to explain when asked directly.
Connected Knowledge
Expertise isn't a flat document. Knowledge is stored as an interconnected graph where every idea links to the concepts it depends on.
Rich Representation
Captures the full spectrum of expertise — from foundational concepts and rules of thumb to real-world stories and decision logic.
Intelligent Retrieval
Finds relevant knowledge by reasoning about relationships, not matching keywords. Retrieves the right context, not just the closest text.
Expert-Level Answers
Synthesizes across the full knowledge base to answer like the expert would — with nuance, context, and domain awareness.
Transparent Sources
Every answer shows where it came from. Trace any claim back to the original expert knowledge that supports it.
Knows Its Limits
When a question falls outside the captured expertise, the system says so. No fabrication, no overconfident guesses.
Conversational Depth
AI-driven interviews that adapt in real time, going deeper where it matters and recognizing when surface-level answers hide real insight.
Structured Extraction
Systematic approach that captures not just what experts know, but how they think — the mental models behind their decisions.
Beyond the Obvious
Surfaces the intuition and pattern recognition that experts rely on daily but struggle to explain when asked directly.
Connected Knowledge
Expertise isn't a flat document. Knowledge is stored as an interconnected graph where every idea links to the concepts it depends on.
Rich Representation
Captures the full spectrum of expertise — from foundational concepts and rules of thumb to real-world stories and decision logic.
Intelligent Retrieval
Finds relevant knowledge by reasoning about relationships, not matching keywords. Retrieves the right context, not just the closest text.
Expert-Level Answers
Synthesizes across the full knowledge base to answer like the expert would — with nuance, context, and domain awareness.
Transparent Sources
Every answer shows where it came from. Trace any claim back to the original expert knowledge that supports it.
Knows Its Limits
When a question falls outside the captured expertise, the system says so. No fabrication, no overconfident guesses.
Capabilities
AI-powered interviews that go beyond surface answers. Captures how experts actually think — the intuition and pattern recognition they use daily but struggle to explain.
Interconnected concepts, decision logic, and real-world experience. Cross-referenced and structured for precise retrieval — not a flat document, a reasoning graph.
Every answer cites specific knowledge sources. Confidence scoring and gap detection tell you what the system knows and what it doesn't — no hallucination, no guesswork.
From sourdough baking to distributed systems. Any domain where expertise matters — if a human can learn it through conversation, we can extract and structure it.
Under the hood
8
Knowledge types captured
Concepts, heuristics, decision trees, frameworks, war stories, and more
4
Interview phases
Domain mapping, deep dives, cross-referencing, and validation
100%
Cited answers
Every answer traces back to what the expert actually said
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