AI Assistants & Digital Twins
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.
Our Persona Pipeline
Three in-house products that take you from raw transcripts to production-grade AI personas.
BehaviorSync
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.
PersonaForge Enterprise
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.
QualityGuard
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.
Behavioral DNA Architecture
Four layers that make the difference between a chatbot and a behavioral replica.
Layer 1: Core Identity
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.
Layer 2: Professional Context
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.
Layer 3: Behavioral Patterns
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.
Layer 4: Contextual Adaptation
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.
Proven in Production
Live deployments with named clients — not concept demos.
PersonaForge — Digital Forensics
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.
WolfGPT
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.
TrueCoach Simulations
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.
Enterprise Applications
Multiple ways to deploy behavioral AI across your organization.
InsightFlow — Market Research
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.
TrueCoach — Training & Development
Scalable training simulations replacing human role-players. Sales, healthcare, customer service, and leadership scenarios. Competency scoring, certification management, and LMS/CRM integration.
PersonaCloud — API Access
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.
DomainPersonas — Pre-Built Library
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.
Beyond Forensics & Training
The persona platform serves any domain where understanding human behavior matters.
Customer Experience
- Personalized assistants that know your brand voice
- AI representatives for specific customer segments
- Proactive support with behavioral context awareness
- Voice-of-customer analysis at conversation scale
Knowledge Preservation
- Capture expert knowledge before it leaves the organization
- Institutional memory as queryable AI personas
- Decision support systems grounded in real expertise
- Succession planning with knowledge continuity
How We Deliver
From raw transcripts to validated personas in production.
1. Discovery & Data Collection
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.
2. Extraction & Modeling
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.
3. Validation & Testing
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.
4. Deployment & Evolution
Production infrastructure via PersonaCloud or on-premise. Persona drift detection and automatic recalibration. Continuous improvement from interaction data. Cloud, on-premise, or hybrid deployment.
Ready to build AI that behaves like the real thing?
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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