Built for BFSI Compliance Teams

Drowning in regulations? We'll throw you a lifeline.

Stop searching. Start knowing. Lens brings AI-powered clarity to RBI, SEBI, and IRDAI regulations — so your team moves from constant uncertainty to confident, auditable action.
Trusted by banks, insurers, and enterprises
The Real Struggle
The Daily Struggle
These aren't hypotheticals. These are the battles fought by every compliance team in every regulated financial institution, every single day.
The Better Way
One platform. Complete regulatory clarity.
Lens replaces manual searches with AI-powered regulatory intelligence — always current, always verified, always audit-ready.
The CATALYST Difference
From Manual Search to Conversational AI
Before Lens, there was no chatbot — just complex checkbox forms on RBI's website and hours of manual research. Now, get instant answers through natural conversations.
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.
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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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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 powerhouses—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.
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Ready to Run AI Privately?
See how Catalyst deploys on your infrastructure in minutes.