AI-Powered Database Analytics

Connect any database.
Ask in English. Get dashboards.

CatalystQL connects to Oracle, PostgreSQL, MySQL, and more simultaneously. Ask questions in plain English, get AI-generated SQL, and build interactive dashboards from the results. No SQL skills needed.
Trusted by banks, insurers, and enterprises
The Data Bottleneck
Business teams have questions. Data teams have backlogs.
Every "quick report" becomes a ticket, a meeting, and a two-week wait.
Meanwhile, decisions get delayed and opportunities slip away.
Why This Happens
The Better Way
Connect databases. Ask questions. Get interactive dashboards.
CatalystQL connects to multiple databases simultaneously, understands your schema, generates SQL from natural language, and builds interactive dashboards all on your infrastructure.
Built For
Who uses CatalystQL?
Anyone who needs answers from databases but doesn't want to write SQL or wait for the data team.
The Impact
What changes when you deploy CatalystQL?
From two-week report cycles to instant interactive dashboards.
The CATALYST Difference
Traditional BI vs CatalystQL
Same data question. Two completely different timelines.
Designed for Privacy.
Built for Scale.
60%
Lower cost than cloud APIs
100%
Data stays on-premise
10x
Faster deployment
Private by default
Your data never leaves your infra-structure. No third-party access, ever.
Any model, any cloud
Run DeepSeek, Mistral, Qwen, or bring your own. Deploy on-prem or cloud
Private by default
Pre-optimized for inference. Zero latency. No internet dependency.
Explore more
More from Catalyst Labs
Deploy private AI on your infrastructure in four simple steps no complex setup, no lengthy procurement cycles.
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Ready to Run AI Privately?
See how Catalyst deploys on your infrastructure in minutes.
Built For
For Teams That Can't Compromise
Private AI infrastructure for industries where security isn't optional.
Regulated Industries
Banks, insurers, and healthcare providers with strict compliance needs.
Security-First Enterprises
Organizations that require air-gapped, zero-trust environments.
AI-Forward Teams
Engineering and data teams ready to scale AI without cloud dependency.
News & Insights
Latest from Catalyst
Insights on private AI, enterprise deployment, and the future of secure infrastructure.
What our customers
are saying
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FAQ
Frequently Asked Questions
Everything you need to know about deploying private AI with Catalyst.
What exactly is the "Lens" suite, and how does it differ from the "Catalyst" tools?
Think of Lens as your industry expert and Catalyst as your engine.
· Lens products (Compliance, Claims, Lending) are "out-of-the-box" solutions tailored for specific financial and insurance workflows.
· Catalyst tools (One, QL) are horizontal power houses they allow you to chat with any document or query databases using natural language, regardless of your industry.
We handle highly sensitive data. Can we use your tools without moving our data to the cloud?
Absolutely. We built the Catalyst Platform with a "Your Data, Your Rules" philosophy. Unlike many Gen AI startups that force you into a public cloud, our platform allows you to deploy any of our models from Lens Compliance to Catalyst QL on-premises or within your private cloud. You keep total sovereignty over your data; we just provide the intelligence.
How does Lens Compliance stay updated with the latest financial regulations?
Lens Compliance isn't just a static database; it’s a living monitor. It ingest new circulars and regulatory updates in real-time, automatically mapping them against your existing data and audit logs. It doesn't just tell you the law changed it tells you exactly which parts of your business are now at risk.
Do I need to know SQL or Python to get analytics from Catalyst QL?
Not a single line. Catalyst QL is an NL2SQL (Natural Language to SQL) platform. You ask a question in plain English like "What was our loan default rate in the Northeast last quarter?" and Catalyst QL writes the code, queries your databases, and visualizes the answer. It’s like giving your data a voice.
Can Catalyst One replace our manual document review process?
It won't just replace it; it will supercharge it. Catalyst One allows your team to "talk" to thousands of pages of documents or complex databases simultaneously. Whether you're looking for a specific clause in a 500-page contract or summarizing an entire year of claims history, Catalyst One provides cited, accurate answers in seconds.
Get started
Ready to Run AI Privately?
See how Catalyst deploys on your infrastructure in minutes.