| What it does | AI data analyst for enterprise data analysis
| Structural code intelligence for AI assistants
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| Freemium
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| Pricing | Enterprise (Cloud Hosted): $5,000/month with 20,000+ queries/month, one-click Docker deployment, SSO authentication, custom AI tools, white glove onboarding, priority support, up to 200 queries/minute, and SLA/MSA/DPA available. Enterprise (Self-hosted): Annual commitment required, includes everythi
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| Key features | - Support for Postgres, Snowflake, SQL Server, MySQL and other structured databases
- Connect SaaS tools and ask questions across multiple sources
- Import and work with CSV and Excel files
- Auto-visualization and result saving
- Desktop app, Slack bot, Docker deployment and cloud marketplace options
- Deterministic security filters against prompt injections
- Self-hostable on own infrastructure
- Learn from feedback and adapt responses
- Multi-step reasoning for complex questions
- Statistical analysis and custom analysis tools
| - 12-language parsing with tree-sitter
- Impact analysis showing callers and dependencies
- Knowledge graph with confidence-tagged edges
- Four-source retrieval fusing structure, memory, graph and semantic search
- MCP server with 35 tools for AI assistants
- REST API with 46 routes and CLI with 51 commands
- VS Code extension with impact analysis and hover information
- Web console for indexing, searching and exploring code graph
- Syntax-aware reversible compression
- Repository memory with hierarchical summaries
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| What makes it different | - Powered by SQLCoder, the most accurate text-to-SQL model
- Data never leaves your servers with privacy-first design
- Consistently deterministic results for the same question
- Learns and adapts to user feedback in real-time
- Deploy in 5 minutes with multiple deployment options
| - Structural understanding of code relationships, not just text similarity
- Local-first architecture with no code leaving your machines
- Unified engine across multiple interfaces: MCP, REST, CLI, VS Code and browser
- LLM-agnostic and works with any AI assistant
- Community Edition free for teams with no key or time limit
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| Free plan | Not given
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| Open source | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 59 ▼ −1 (down) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 10 | 0 |
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| Citation Flow (Majestic) | 33 | 0 |
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| Referring domains (Majestic) | 319 | 0 |
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