Most AI assistants are language models with a system prompt. Ours are behavioral replicas — built from real interaction data, validated against ground truth, and accurate enough to stand in for the people they model. 92%+ behavioral accuracy, validated across forensics, enterprise, and regulated industry deployments.
Three in-house products that take you from raw transcripts to production-grade AI personas.
In-house — Behavioral DNA Extraction
Feed in interview transcripts, meeting recordings, or interaction logs in any format (VTT, SRT, DOCX, Deepgram, Whisper). BehaviorSync extracts 50+ behavioral dimensions — communication styles, decision patterns, personality traits, domain vocabulary. 92%+ pattern recognition accuracy. Batch processing of 100+ files simultaneously.
In-house — AI Persona Platform
Behavioral DNA becomes a layered persona profile via our 4-layer architecture. Each layer is independently tunable — core identity, professional context, behavioral patterns, contextual adaptation. RAGAS validation scores consistently exceeding 0.8. Live enterprise deployments with RAGAS validation scores consistently exceeding 0.8.
In-house — RAG & Persona Validation
Every persona is tested against ground truth using our RAGAS-based evaluation framework — faithfulness, relevancy, precision, recall, and harmfulness detection. CI/CD integration blocks deployment if quality drops below thresholds. 98%+ quality issue detection rate validated in production AI deployments.
Four layers that make the difference between a chatbot and a behavioral replica.
Fundamental values and beliefs. Personality traits modeled on the Big Five framework. Communication style preferences. Decision-making patterns that define who the persona is before any professional context is applied.
Industry expertise and terminology. Role-specific knowledge and workflows. Organizational culture alignment. Years of experience shape how an oncologist talks about treatment differently than a cardiologist — this layer captures that.
Response timing and rhythm. Linguistic fingerprinting — word choice, sentence structure, hedging patterns. Emotional expression calibration. The details that make a conversation feel real rather than generated.
Real-time context awareness. Memory across conversation turns. Mood and tone adjustment based on topic sensitivity. Multi-turn coherence that doesn't reset with every message.
Live deployments with named clients — not concept demos.
Law Enforcement Interview Simulation
Behavioral replicas of witness and suspect interaction patterns for investigator training and interview preparation. PersonaForge creates personas from real case transcripts — trainees practice against AI that responds with the unpredictability and emotional range of actual interviews. 92%+ behavioral accuracy validated against held-out ground truth.
WOLF GmbH — Enterprise Knowledge Assistant
Multi-LLM architecture with consistent personality across sessions. RAG integration over company documentation, tool calling for system integrations, and intent routing to specialized handlers. The assistant maintains character while accessing real-time business data.
In-house — AI Training Platform
AI personas for realistic training scenarios powered by our persona pipeline. Sales role-play, healthcare professional education, customer service escalation practice. Adaptive difficulty, competency scoring, and automated feedback — trainees practice against personas that behave like real people.
Multiple ways to deploy behavioral AI across your organization.
Our AI market research platform. Run persona-driven interviews, message testing, and concept validation with 24-48 hour turnaround. Synthetic focus groups without recruitment delays. Managed service or self-service.
Scalable training simulations replacing human role-players. Sales, healthcare, customer service, and leadership scenarios. Competency scoring, certification management, and LMS/CRM integration.
On-demand access to validated personas via REST, GraphQL, and WebSocket APIs. SDKs for Python, JS, Java, .NET. Free sandbox tier. Build persona-powered features into your own applications without building the pipeline yourself.
140+ curated, expert-validated personas across healthcare (45+), patients and caregivers (30+), payers (25+), and B2B decision-makers (40+). Quarterly expert-reviewed updates. License individual personas or full collections.
The persona platform serves any domain where understanding human behavior matters.
From raw transcripts to validated personas in production.
Define persona requirements. Gather source materials — interview transcripts, meeting recordings, written communications. Identify the behavioral traits that matter for your use case. Plan the integration architecture.
BehaviorSync processes source materials and extracts behavioral DNA. PersonaForge builds layered persona profiles across all four architecture layers. LLM parameters configured for optimal behavioral fidelity.
QualityGuard evaluates personas against held-out ground truth. Behavioral accuracy measured across multiple dimensions. User acceptance testing with domain experts. Iterative refinement until targets are met.
Production infrastructure via PersonaCloud or on-premise. Persona drift detection and automatic recalibration. Continuous improvement from interaction data. Cloud, on-premise, or hybrid deployment.
Contact us to discuss how behavioral AI personas — powered by PersonaForge, BehaviorSync, and our Behavioral DNA Architecture — can transform your research, training, and customer experience.
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