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Connect ANY Data Source. Unify Every Insight.Act With Intelligence
Connect CRMs, ERPs, marketing, finance, and product data into one intelligent layer.ANDI automatically correlates signals, explains what's happening, and helps your business take the next best action.
and starts leading with real-time intelligence.
Roadmap
MVP
Q4 2025
Version 1
Q1 2026
Version 2
Q3 2026
Long-term Vision
2027-2029
MVP - Foundation Intelligence
Core capabilities for intelligent data analysis
Ask questions in plain language and receive structured insights
Technical Requirements
- LLM/NLP model hosting
- Natural language parser
- Query translator
- Analytics layer integration
Links records without shared IDs using synthetic identifiers
Technical Requirements
- Data normalization services
- Fuzzy matching algorithms
- Record scoring engine
- Confidence-based decisions
Automatically tags findings by business impact
Technical Requirements
- Impact taxonomy model
- Tagging engine
- Insight classifier service
- Business impact scoring
Every insight delivered with confidence score and reasoning
Technical Requirements
- Explainability engine
- Scoring model
- Logic trace framework
- Transparency reporting
Correlates siloed data sources across departments
Technical Requirements
- Multi-source ingestion
- Schema-mapping module
- Cross-dataset joins
- Data correlation engine
Clean, solo-user interface for testing and insights
Technical Requirements
- Basic user auth
- UI interface
- User storage
- Query state management
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Detailed Report
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