Marble Cognition

Teams in areas like finance, insurance, professional services and private equity spend their week buried in repetitive tasks across many tabs and systems, such as invoice approvals, claims intake, payment matching and document processing. Today this work is done manually by employees, with no clear visibility into which tasks are repetitive enough to automate or which could safely be handed to an AI agent. Anyone can build an agent now, but without understanding how a team actually works, companies do not know what that agent should actually do.

Marble observes how a team works, with employees deciding when Marble records, and in a few weeks shows which work should be handed over to AI coworkers first. Personal data such as names, addresses and account numbers is redacted before anything is processed, both in form fields and in free text notes, so nothing shown can be traced back to an individual and all analysis happens in aggregate. The product supports cloud deployment or full anonymization running inside the customer's own environment, with EU hosting available. It is positioned across industries including technology, insurance, professional services, financial services and private equity, covering use cases like PO management, commission management, quoting, month-end closing and portfolio operations.

Anyone can build an agent now. Only Marble knows what yours should do.