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Products for Every Stage
Start free. Scale as your AI data readiness matures.
Stage 1–5: Foundation
MCP Server
Core MCP server, ontology, tool loadouts, security. For developers and data engineers.
- 40+ MCP tools for query, execute, schema, ontology
- AI-optimized ontology with semantic layer
- Full DDL/DML execute access
- Apache 2.0, self-hostable, zero lock-in
Free Forever
unlimited users, no credit card
Stage 2–3: Team Enablement
AI Data Liaison
Natural language querying, approval workflows, audit trails. For business users and analysts.
- Business users get answers 10x faster
- Approval workflows for sensitive queries
- Complete audit trail of all data access
- Self-hosted — data never leaves your network
$200
per project/mo + $10/seat/mo
Stage 3: Operations
Database Ops
Performance advisor, schema monitor, query analyzer.
- Automated performance recommendations
- Schema change detection and alerting
- Query optimization suggestions
Stage 4: Governance
Data Guardian
Security advisor, sensitive data scanner, compliance automation.
- Automated sensitive data detection
- Compliance reporting for NIST, ISO 42001
- Real-time security policy enforcement
Stage 5: Autonomy
AI Agents & Automation
Agent management, pre-approved queries, action ledger.
- Autonomous agent operations within boundaries
- Pre-approved query patterns
- Immutable action ledger for full auditability
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