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Most AI products on the market are variations of a chatbot — a text box where you type questions and get answers. Some add “copilot” features that suggest code or text. Some wrap a chat interface around your enterprise data and call it transformation. The result is a productivity tool, not a business system.
Compass Fleets are complete, domain-specific business applications. They understand your industry’s regulatory requirements, workflow patterns, and data structures. They produce finished outputs — reports, recommendations, compliance documents, investment analyses — not conversation. The difference matters because businesses do not run on conversations. They run on decisions, documents, and actions.
- Complete applications — not chat interfaces or copilot add-ons; each fleet is a domain-specific system with defined inputs, outputs, and quality gates
- Domain-specific knowledge — pre-trained on sector workflows: financial services, private markets, customer experience, supply chain, and market intelligence
- Structured outputs — compliance documents, investment memos, and customer reports with audit trails, not open-ended text
- Deterministic behavior — the same input produces a predictable, auditable output every time — essential for regulated environments
- Agent coordination — fleets of specialized agents working in parallel, each individually tested and monitored
- Human-in-the-loop gates — configurable approval checkpoints where decisions require human sign-off before the next step runs
See Compass agent fleets → · Book a Catalyst Starter Workshop →