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Arga is building a better way to train enterprise AI agents

· TechCrunch AI ·
Arga Labs raised $10 million to build resettable enterprise software replicas for training AI agents.

The company creates digital twins of tools like Salesforce, Workday, and email clients, preserving things like permissions and web hooks so agents can be tested in realistic workflows. Its pitch is that enterprise tasks often span multiple systems, where ambiguity makes simple API-based testing inadequate. CEO Phillip Li points to cases like duplicate leads and outreach across Salesforce and HubSpot as the kind of scenario agents still mishandle. General Catalyst led the seed round, with Box Group, Emergence, Gradient, and SV Angel participating. TechCrunch AI's note

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