MCP INTELLIGENCE

Model Context Protocol powers our systematic venture intelligence platform

AI-powered insights, structured decision tracking, and systematic venture management through Claude's MCP integration

AI-Powered Insights
Systematic pattern recognition and recommendations across all venture phases
  • • **Pattern Recognition** - Market signals and competitive intelligence
  • • **Risk Alerts** - Proactive identification of potential issues
  • • **Opportunity Detection** - AI-identified growth opportunities
  • • **Confidence Scoring** - Quantified insight reliability
Decision Architecture
Structured decision logging with rationale, alternatives, and impact tracking
  • • **Decision Rationale** - Why decisions were made
  • • **Alternative Analysis** - Options considered
  • • **Impact Assessment** - Low, medium, high impact scoring
  • • **Reversibility Tracking** - Which decisions can be changed
Systematic Metrics
Comprehensive tracking across all venture phases and business dimensions
  • • **Market Analytics** - TAM, SAM, SOM analysis
  • • **Customer Validation** - Interview insights and conversion rates
  • • **Financial Modeling** - LTV, CAC, MRR, churn analysis
  • • **Development Metrics** - Time to market, team efficiency

Systematic Venture Phases

MCP tracks progress through structured phases with AI insights at each stage

Discovery

Market research, customer interviews, problem validation

Building

MVP development, technical architecture, initial testing

Validation

Product-market fit, customer feedback, iteration

Modeling

Financial projections, business model validation

Presenting

Investor pitches, strategic positioning, funding

Technical Architecture

MCP Integration

  • • **Context Portal** - Claude's knowledge management system
  • • **Structured APIs** - Type-safe venture management operations
  • • **AI Insights Engine** - Pattern recognition and recommendations
  • • **Decision Tracking** - Systematic choice documentation
  • • **Progress Monitoring** - Real-time venture health metrics

Data Architecture

  • • **Phase-Based Organization** - Structured venture lifecycle tracking
  • • **Metric Categorization** - Market, customer, financial, development KPIs
  • • **Insight Classification** - AI recommendations, patterns, alerts
  • • **Task Dependencies** - Project management with phase alignment
  • • **Impact Scoring** - Quantified decision and insight importance

Experience MCP Intelligence

See how our ventures leverage MCP for systematic decision making and growth

For Entrepreneurs
Systematic approach to venture building with AI guidance

Structured Decision Making

Every choice documented with rationale and alternatives

AI-Powered Insights

Pattern recognition and market intelligence

Progress Transparency

Real-time tracking across all venture phases

For Investors
Standardized, comparable venture intelligence

Systematic Due Diligence

Standardized metrics and decision documentation

Risk Assessment

AI-identified risks and opportunity analysis

Comparable Analytics

Standardized format across all portfolio ventures