Arga Labs raises $10M seed to build digital twins for enterprise AI agent training

Daisy4ai · x · 2026-08-27

Arga Labs announced a $10 million seed round led by General Catalyst to improve enterprise AI agent training. Instead of relying on stateless API endpoints, Arga builds full-scale digital twins of enterprise software like Salesforce and Workday, preserving permission systems and webhooks. This allows agents to be trained and tested on complex, multi-system scenarios—such as identifying duplicate leads across different CRMs—more robustly before deployment.

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