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AI Startup Raises $63M to Map Real Work
12 Aug
Summary
- Skan AI secured $63 million in Series C funding.
- New products aim to discover, model, and automate workflows.
- AI agents often fail due to gaps between documented and actual work.

Skan AI, a startup focusing on mapping how employees perform their jobs, announced a $63 million Series C funding round. Co-led by Cathay Innovation and Dell Technologies Capital, the investment brings Skan's total funding to approximately $120 million.
Alongside the funding, Skan AI launched Blueprint and Agents products, complementing its existing Intelligence offering. These tools are designed to discover, model, and automate enterprise workflows, addressing a critical issue where AI agents fail due to the discrepancy between official documentation and actual work practices.
CEO Avinash Misra explains that Skan's approach involves observing employee desktop activity to build a living model of business processes, capturing the nuances missed by system logs. This method aims to provide AI with the accurate contextual understanding needed for effective operation within diverse enterprise environments.
Skan addresses concerns about workplace surveillance by aggregating data to identify statistical patterns across groups of employees, rather than individual behaviors. The company emphasizes that data remains within the enterprise firewall and that deployments are approved by privacy-protective bodies, highlighting its focus on operational telemetry over individual monitoring.