AI Capabilities Overview
StartupVision uses advanced AI to help you validate, plan, and build your business. This guide explains what our AI can and cannot do.
AI Models We Use
Google Gemini 2.0
Our primary AI engine for:
- Startup validation analysis
- Market research synthesis
- Competitor analysis
- Risk assessment
- Document generation
Specialized Models
- **Voice AI**: Gemini Live for real-time voice conversations
- **Document AI**: Fine-tuned models for compliance documentation
Core AI Capabilities
1. Startup Validation
What it can do:
- Analyze your business idea description
- Identify market opportunities and risks
- Assess competitive positioning
- Provide actionable recommendations
- Score viability across multiple dimensions
What it cannot do:
- Guarantee success or failure
- Access real-time market data
- Make investment decisions for you
- Replace human judgment and intuition
2. Market Analysis
What it can do:
- Estimate total addressable market (TAM)
- Identify target customer segments
- Analyze market trends and dynamics
- Compare with similar markets
Limitations:
- Estimates are approximations, not precise figures
- Based on training data, not live market research
- May not capture very recent market changes
3. Document Generation
What it can do:
- Create compliance policy templates
- Generate legal document drafts
- Produce business documentation
- Customize documents for your context
Important limitations:
- Documents are templates, not legal advice
- Should be reviewed by qualified professionals
- May not cover jurisdiction-specific requirements
4. Voice AI Assistants
What they can do:
- Engage in natural conversations
- Answer questions about your validation
- Provide coaching and feedback
- Challenge your assumptions (VC Interrogator)
What they cannot do:
- Access external systems or data
- Remember conversations across sessions (by default)
- Make commitments on behalf of StartupVision
AI Transparency Indicators
Throughout the platform, you'll see badges indicating AI involvement:
- **AI Generated** - Content created entirely by AI
- **AI Assisted** - Human + AI collaboration
- **AI Enhanced** - AI-improved content
- **AI Analyzed** - AI-processed information
Data Usage
Your data is used to:
- Generate personalized insights for YOUR business
- Improve your specific validation results
Your data is NEVER used to:
- Train our AI models
- Share with other users
- Sell to third parties
See our AI Data Usage guide for details.
Accuracy and Reliability
AI outputs should be treated as:
- **Informed suggestions**, not definitive answers
- **Starting points** for your own research
- **One input** among many in your decision-making
We recommend:
- Verify important claims independently
- Consult domain experts for critical decisions
- Use AI insights alongside human judgment
- Re-validate as your business evolves