Search, graph, and analytics. One engine.

A data engine that embeds inside your product. Full-text search, knowledge graphs, and columnar analytics. Unified behind standard SQL.

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How it works

One engine for search, graph, and analytics workloads

One query, multiple workloads

A single SQL query can search text, traverse relationships, and run analytics. No separate systems to keep in sync.

Standard SQL interface

Every engineer already knows it. No Cypher, no query DSLs, no proprietary APIs to learn.

Deploys in your stack

Runs on your infrastructure, inside your product. Your customers interact with your application, not ours.

What's inside

Three capabilities that typically require three separate systems.

Full-text search

Semantic and keyword search.

Search across structured and unstructured data. Pre-built indexes, no external search engine required.

Knowledge graphs

Relationships stored natively.

Entity relationships, communities, and embeddings. Query graph structures with standard SQL.

Columnar analytics

Aggregations at scale.

Run analytics across millions of rows. Built on Apache Arrow and DataFusion.

Built-in AI orchestration

Run LLMs, generate embeddings, classify text, or execute Python directly from SQL. Build materialized views augmented with AI logic. No external orchestration layer required.

What our partners say

Teams embedding Catalyzed in their products.

Konrad AI Legal & Healthcare
"We were managing separate search and analytics tools for contract analysis. Catalyzed replaced both with one SQL interface. Our team integrated it in days."
Cyberhive Cybersecurity
"Correlating threat data across logs, entity graphs, and real-time feeds used to mean three different systems. Now it's one query."
Maple Sparkle Labs SR&ED & Accounting
"We needed search, document analytics, and project tracking in one place for tax credit filings. Catalyzed handles all of it behind standard SQL."

See the engine in action

Book a technical demo or start building with the free developer tier.