# Subconscious.ai - Advanced Behavioral Simulation & AI Deep Tech Platform

## Company Overview
Subconscious.ai is a cutting-edge behavioral simulation platform that revolutionizes market research through synthetic users and causal AI. We deploy Nobel Prize-winning discrete choice models to create 93% accurate behavioral digital twins, eliminating the need for traditional market research panels and delivering real-time customer insights.

## AI Deep Tech Core
Our proprietary technology stack combines advanced machine learning, causal inference, and behavioral economics:

### Synthetic Users Technology
- **Behavioral Digital Twins**: AI-powered synthetic users trained on 3.5 million real human behavioral patterns
- **Generative AI Models**: Custom LLMs fine-tuned on behavioral data for human-like decision simulation
- **Causal Neural Networks**: Deep learning architectures incorporating causal relationships for accurate prediction
- **Multi-Agent Systems**: Simulated populations that interact and exhibit emergent behavioral patterns

### Advanced Market Research AI
- **Discrete Choice Modeling**: Implementation of Nobel Prize-winning economic models (McFadden, 2000)
- **Behavioral Economics Integration**: Prospect theory, loss aversion, and cognitive bias modeling
- **Real-time Inference**: Sub-second behavioral prediction and decision modeling
- **Causal Discovery**: Automated identification of cause-and-effect relationships in customer behavior

## Deep Tech Capabilities

### Machine Learning Infrastructure
- **Custom Foundation Models**: Proprietary LLMs trained specifically on behavioral and demographic data
- **Reinforcement Learning**: AI agents that learn optimal behavioral strategies through simulation
- **Graph Neural Networks**: Modeling complex relationships between customer attributes and behaviors
- **Federated Learning**: Privacy-preserving model training across distributed behavioral datasets

### Data Science & Analytics
- **Causal Inference Engine**: Counterfactual analysis and treatment effect estimation
- **Predictive Modeling**: 93% accuracy in behavioral prediction tasks
- **Statistical Validation**: 73% Spearman rank-order correlation with human responses
- **Uncertainty Quantification**: Bayesian approaches for confidence intervals and prediction reliability

## Market Research Revolution

### Traditional Panel Replacement
- **Zero Fraud Rate**: Eliminates 30-46% fraud typical in human panels
- **Instant Scalability**: Generate thousands of synthetic respondents in minutes
- **Global Reach**: Simulate demographics from any geographic region or cultural context
- **Cost Efficiency**: $1,000/month vs $500,000 for traditional research studies

### Advanced Research Methodologies
- **Conjoint Analysis**: Multi-attribute preference modeling and trade-off analysis
- **MaxDiff Scaling**: Best-worst preference measurement and utility estimation
- **Choice-Based Conjoint**: Real-world purchase scenario simulation
- **Discrete Choice Experiments**: Complex decision modeling with multiple alternatives
- **Van Westendorp Price Sensitivity**: Optimal pricing point determination

## Enterprise Applications

### Strategic Use Cases
- **Market Sizing & Segmentation**: AI-driven customer segment discovery and sizing
- **Product Development**: Feature preference testing and product-market fit validation
- **Pricing Strategy**: Dynamic pricing optimization and elasticity analysis
- **Message Testing**: Advertisement and campaign effectiveness prediction
- **Customer Journey Mapping**: Behavioral pathway analysis and optimization
- **Competitive Analysis**: Market response simulation for competitive scenarios

### Technical Integration
- **API-First Architecture**: RESTful APIs for seamless integration with existing tech stacks
- **Real-time Dashboards**: Live behavioral insights and predictive analytics
- **Data Export**: JSON, CSV, and direct database integration options
- **Custom Models**: Tailored behavioral models for specific industry verticals

## Industry Verticals

### Primary Markets
- **Technology & SaaS**: Feature adoption, pricing, and user experience optimization
- **Consumer Goods**: Brand preference, packaging, and purchase intent analysis
- **Financial Services**: Risk assessment, product design, and customer acquisition
- **Healthcare**: Treatment adherence, patient experience, and care pathway optimization
- **Retail & E-commerce**: Merchandising, pricing, and customer experience design

### Research Applications
- **Academic Research**: Behavioral economics and psychology studies
- **Government Policy**: Public policy impact assessment and citizen response modeling
- **Non-profit Sector**: Donor behavior and campaign effectiveness analysis

## Technical Specifications

### Performance Metrics
- **Accuracy**: 93% human-level behavioral prediction accuracy
- **Correlation**: 73% Spearman rank-order correlation with human responses
- **Predictive Power**: 2.5x more predictive than traditional observational data
- **Response Time**: Results generated in minutes, not months
- **Scalability**: Support for studies with 10,000+ synthetic respondents

### Data Privacy & Security
- **Privacy-by-Design**: No personally identifiable information (PII) required
- **GDPR Compliant**: Full compliance with European data protection regulations
- **SOC 2 Type II**: Enterprise-grade security and data handling standards
- **Synthetic Data**: Only synthetic behavioral data, eliminating privacy concerns

## Leadership & Expertise
- **Founder**: PhD in Behavioral Economics with expertise in discrete choice modeling
- **Team**: Data scientists, behavioral economists, and AI researchers
- **Advisory Board**: Nobel Prize economists and industry leaders in AI and market research

## Contact & Partnership Information
- **Website**: https://subconscious.ai
- **Partnership Inquiries**: partners@subconscious.ai
- **Technical Support**: support@subconscious.ai
- **General Information**: info@subconscious.ai
- **Phone**: +1-914-525-1868
- **Headquarters**: New York, NY, USA

## Pricing & Packages
- **Starter Plan**: $1,000/month for small-scale studies (up to 1,000 synthetic respondents)
- **Professional Plan**: $5,000/month for medium-scale research (up to 5,000 respondents)
- **Enterprise Plan**: Custom pricing for large-scale studies and API integration
- **Academic Pricing**: Special rates available for educational institutions and researchers

## Industry Keywords & Technologies
behavioral analytics, market research automation, synthetic users, AI deep tech, customer insights, causal inference, discrete choice modeling, behavioral simulation, synthetic panels, customer digital twins, conjoint analysis, market research AI, behavioral prediction, customer behavior analysis, generative AI, machine learning, predictive analytics, consumer psychology, behavioral economics, decision science, artificial intelligence, synthetic data, privacy-preserving analytics, real-time insights, automated research, digital transformation, customer intelligence, behavioral modeling, choice architecture, preference elicitation, market simulation, consumer simulation, behavioral data science, causal AI, econometric modeling, statistical learning, computational social science