A composable, AI-native stack purpose-built for regulated financial enterprises
Banks, insurers, and financial institutions don't just need AI — they need auditable, governed, secure intelligence embedded directly into core workflows.
LENS CLAIMS
Intelligent claims processing that actually understands your documents
Insurance companies process thousands of claims daily — but manual review is slow, error-prone, and expensive. Lens Claims changes that.
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.
CAPABILITIES
Everything you Need to Run AI Privately
Deploy models, build agents, query data, and automate workflows — all on your own infrastructure.
CAPABILITIES
Go Live in Minutes, Not Months
Deploy private AI on your infrastructure in four simple steps — no complex setup, no lengthy procurement cycles.
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.
