Connect your data, run your workloads, and capture what your experts know - all in one place.
SQL for power users. Search for everyone. Your data, automatically connected.
Bring in data from anywhere. We support 500+ connectors out of the box - databases, datalakes, cloud storage, spreadsheets, documents. Connect your private data alongside public datasets from our marketplace: patents, caselaw, regulatory filings, and more.
Example: Legal teams join internal contracts with public caselaw for faster precedent research.
Catalyzed Data Visual
Screenshot of query interface showing SQL editor with results, or data connection dashboard with connected sources
Run workloads on our infrastructure, delegate to your team, or call external systems.
Not all work belongs in one place. Define workflows that run wherever makes sense - on our infrastructure, on yours, through external APIs, or routed to humans when expertise matters.
Example: Cybersecurity teams route threat assessments through AI triage, then to senior analysts for edge cases.
Catalyzed Orchestration Visual
Screenshot of workflow builder or pipeline configuration, showing nodes for AI, human review, and external system calls
The system learns. Your experts teach it.
AI outputs improve when experts correct them. Your team reviews results, provides corrections, and shapes how the system behaves. The system proactively surfaces edge cases and asks your experts about nuanced decisions.
Example: Tax specialists flag SR&ED eligibility errors, and the system learns their judgment for future filings.
Status: Feedback UI launching soon. Currently available as a managed process with our team.
Catalyzed Control Visual
Screenshot of feedback interface showing expert review queue, correction UI, or accuracy metrics dashboard
The pillars aren't separate products - they're layers that compound.
Every use makes the system better. Your experts' judgment accumulates in the system.
Data
Self-serve
Connect your sources, query immediately. We're available if you need help, but you can run independently.
Orchestration
Hands-on setup, then self-serve
We work with you to configure pipelines correctly, then you run them.
Control
Partnership
We help you design feedback loops and interpret results. Goal: make this fully self-serve over time.
Book a demo and we'll show you how Catalyzed fits your workflow.