Marble Cognition Raises $3.75M to Automate Workflows

The big picture: Munich-based startup Marble Cognition has raised a $3.75 million pre-seed round to develop AI agents that learn and automate business processes by observing how teams work.

Why it matters:

• Process definition gap: Most organizations lack well-defined processes, creating a significant barrier to effective AI automation. Marble addresses this by first understanding existing workflows.
• AI adoption challenge: Many enterprise AI initiatives falter because solutions are deployed without a deep understanding of how work is actually performed, leading to missed opportunities for genuine impact.
• Efficiency gains: Marble’s approach has demonstrated substantial improvements, with one US financial firm cutting case-handling time by 90% using their AI agents.

How it works:

• Observation-based learning: Marble uses a desktop application to record screen activity within business applications, transforming these observations into detailed process maps that AI can interpret.
• AI Coworker deployment: The company then creates ‘Coworker’ AI agents capable of executing these processes end-to-end within a team’s existing tools, with human intervention available for complex judgments.
• Process-centric approach: Unlike traditional automation models that adapt standard products, Marble flips the script by focusing on deeply understanding the unique business process first, then building the AI solution.

The catch: Marble’s approach, which involves monitoring employee workflows, raises significant privacy and ethical concerns, particularly in regions with strong labor laws like Germany and under the EU AI Act. Gaining employee trust and managing the cultural shift required for such observation will be critical for adoption. The company also operates in a crowded market, competing with traditional consultancies, vertical AI solutions, process mapping software, and other AI automation startups like Skan AI, Interloom, Duvo, and Tekst, all vying for similar enterprise budgets.

Key Facts

• Company: Marble Cognition
• Amount: $3.75M
• Round: Pre-Seed
• Investors: Heartcore and Seedcamp (co-lead), Datadog board member, Personio founder, McKinsey execs, Mistral AI execs, Lovable execs
• Founders: Felix Rösner, Christophe Schmit
• Sector: AI Agents, Workflow Automation
• Headquarters: Munich, Germany