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Marble Cognition has completed a $3.75 million pre-seed financing round led by Heartcore and Seedcamp. The funds will be used to scale inference, expand the engineering team, and enter the U.S. market, while also launching Coworkers, an AI agent that can observe and learn how employees work. Its desktop application uses screenshots and records clicks and keystrokes to turn business processes scattered across emails and spreadsheets into structured process maps, which Coworkers then execute end-to-end within the existing software stack, while steps requiring judgment or approval remain with humans. The company says that in a deployment at a U.S. financial services company, per-case processing time fell by 90%, and the team's first-month processing volume rose by 50% without adding staff.
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- Source:SiliconANGLE
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Nov 2
SiliconANGLE
Marble Cognition raises $3.75 million pre-seed funding to use AI agents to observe and learn employees' work processes
Marble Cognition has completed a $3.75 million pre-seed funding round led by Heartcore and Seedcamp, to launch Coworkers, an AI agent that can observe and learn how employees work. Its desktop app uses screenshots and records clicks and keystrokes to turn business processes scattered across emails and spreadsheets into structured process maps, which Coworkers then execute end-to-end within existing software stacks. After a U.S. financial services company used it to generate settlement proposals, case processing time was reduced by 90% and employee throughput increased by about 50%.
Unite.AI
Marble Cognition raises $3.75M pre-seed to build AI coworkers that learn workflows by observation
Marble Cognition has closed a $3.75M pre-seed round co-led by Heartcore and Seedcamp, with the funds to be used to scale inference, expand its engineering team, and enter the U.S. market. Its desktop app records employees' screens, clicks, and keystrokes in business software to generate structured process maps, which Marble Coworkers then execute end-to-end within the original tools, while steps requiring judgment or approval remain with humans. The company says that in a deployment at a U.S. financial services firm, per-case processing time fell 90%, and the team's first-month processing volume rose 50% without adding staff.
Tech.eu
Marble raises $3.75M pre-seed to build AI Coworkers that learn by watching work
AI startup Marble Cognition has raised $3.75 million in pre-seed funding, co-led by Heartcore and Seedcamp, with the funds to be used to scale its reasoning capabilities, expand its Munich engineering team and enter the US market. Marble uses a desktop app to observe employees' screen activity, clicks and keystrokes, turning undocumented business processes into structured process maps, and then builds AI Coworkers on that basis that can call on enterprises' existing tools, while retaining a human approval step. Marble says its technology has already been deployed at organizations including EGYM, Mutares and Enam, and that about 90% of the core business processes at the companies it has engaged with have no formal documentation.
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