Technical Architecture
The 9-Stage Pipeline
From a name to a strategic advantage — here's what happens under the hood when you start a simulation.
No black box. No prompt trick. Engineered pipeline.
Identity Input
You provide a name, title, and company. That's all the engine needs to begin.
No LinkedIn login. No scraped connections. Just a name — and the pipeline activates.
Public Intelligence Scan
The engine searches multiple public data sources to build a factual profile in under 5 seconds.
Conference talks, published articles, press mentions, company filings — aggregated and cross-referenced automatically.
Source Verification
Every data point is tagged with a source URL and a confidence score. Nothing is invented.
The system distinguishes between verified facts and inferred patterns — and tells you which is which.
Behavioral DNA Generation
A structured behavioral profile is generated: communication style, decision drivers, resistance patterns, and cognitive biases.
This isn't a chatbot personality. It's a multi-dimensional behavioral model grounded in real-world signals.
Persona Synthesis
The DNA is compiled into a simulation-ready persona that responds with realistic pushback, skepticism, and priorities.
The persona doesn't just answer — it challenges, redirects, and reacts based on its behavioral profile.
Contextual Scenario Injection
The persona initiates the conversation with a specific challenge or friction point — not a blank canvas.
Instead of "How can I help you?" you get "I have 5 minutes between meetings — make your case." That's the difference.
Live Simulation
Full conversation simulation with real-time voice support. The persona adapts to your arguments and pushes back dynamically.
Anti-repetition logic ensures the AI never loops. It rotates between analytical, provocative, and empathetic registers.
Real-Time Coaching
As you practice, the system surfaces coaching cues: specificity, framing, curiosity metrics, and perspective balance.
You see where you're strong and where you're losing the room — while you can still course-correct.
Strategic Debrief
A full post-session analysis: success probability, Do's & Don'ts, message rewrites, and blind spot detection.
Not a summary — a strategic coaching report with actionable rewrites you can use in the real conversation.
Ready to experience the pipeline firsthand?
Start a Free Simulation