The operational
data lakehouse

Open-source SQL federation, data acceleration, and hybrid search for data-intensive AI apps.

Spice.ai platform architecture diagram showing unified query, search, and AI inference

Ground apps and AI agents in enterprise data

Query, accelerate, search, and integrate AI across your data estate with zero ETL.

SQL Federation & Acceleration
Hybrid Search
Embedded AI Inference
SQL Federation & Acceleration

Fast and federated access to all of your data

Connect to and query operational databases, data lakes, and warehouses across the enterprise. Materialize and accelerate working sets in-memory or on disk for millisecond access.

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Spice AI SQL federation and data acceleration architecture
Hybrid Search

Combine keyword, vector, and full-text search in SQL

‍Use standard SQL to power hybrid search pipelines and deliver fast and context-aware results for search-driven apps. Rank structured filters, semantic similarity, and keyword matches to optimize relevance and robustness in your search results.

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Spice AI hybrid SQL search combining keyword, vector, and full-text search
Embedded AI Inference

Call LLMs directly from the query layer

Call hosted or local LLMs inline using SQL UDFs or natural language. Translate text, generate summaries, classify entities, and augment query results on your enterprise data without leaving the Spice runtime.

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Spice AI embedded AI inference with LLM calls from SQL

Do more with your data

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Up to 100x faster queries

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up to 80% cost savings on data lakehouse spend

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increase in data reliability for critical workloads

Built for the AI era

Enable real-time, AI-driven apps on top of your existing data with the trust and control enterprises demand.

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Deploy
anywhere

Run Spice.ai Open Source locally, at the edge, or on the fully managed Spice.ai Cloud Platform. Lightweight, portable, and designed for scale.

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AI sandboxing and security icon

AI sandboxing
& security

Provision isolated, least-privilege datasets for apps and agents with zero direct database access. Keep governance intact while enabling RAG, agents, and AI workflows.

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Distributed
observability

Perform end-to-end tracing across SQL, embeddings, search, and LLM calls. Debug, measure latency, and prove ROI from a single view.

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See Spice in action

Get a guided walkthrough of how development teams use Spice to query, accelerate, and integrate AI for mission-critical workloads.

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