Industries

The same architecture, four different operations.

Operational AI is not industry software. The architecture is consistent; what changes is the systems it connects to, the vocabulary it has to get right, and the consequences of getting it wrong.

We show what we have built and say plainly where we are offering architecture rather than a track record.

01
Financial services
Systems in production
Commercial lending runs on documents, thresholds and deadlines. Catalyze builds the systems that read the documents, test the thresholds continuously and escalate with the evidence attached.
AI Systems for Financial Services
02
Healthcare
Systems in production
Healthcare organizations measure everything and can act on almost none of it while it still matters. Catalyze builds the governed layer underneath, then the executive intelligence and agent workforce on top of it.
AI Systems for Healthcare Operations
03
Retail
Architecture and perspective
Retail operations span systems that each hold a partial truth. The architecture for reasoning across them is one Catalyze has built elsewhere — this page describes how it applies to retail, and is explicit that we have not yet deployed it in one.
AI Systems for Retail Operations
04
Government
In active development
Emergency response and public safety now have more data than analysts. Catalyze builds systems that interpret it automatically, rank events by consequence, and hand responders an incident rather than an alert.
AI Systems for Government Operations

Tell us about the operation. We'll tell you whether we have built something like it.

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The same architecture, four different operations.

Financial services

Healthcare

Retail

Government

Let's talk about what you're running.