Spice

Spice AI provides a real-time analytics platform that deploys analytics replicas alongside operational databases, enabling fast, sandboxed data access for applications and AI agents without ETL. It targets developers, data teams, and operations teams in enterprises and mid-market companies. The platform is open source and deployable anywhere, offering SQL federation, hybrid search, and embedded AI inference to differentiate from traditional analytics solutions.

Key features

• Real-time analytics replicas without ETL
• SQL federation and acceleration
• Hybrid search combining keyword, vector, full-text
• Embedded AI inference via SQL UDFs
• Secure AI sandboxing
• AI model serving and evaluation
• Edge to cloud deployments
• Real-time change data capture
• Distributed query scaling
• MCP server and gateway