Anthropic internal 95% of business analysis tasks are assigned to Claude, and the secret does not lie in a more powerful model

▤ Summary

Anthropic says Claude now handles about 95% of its internal business analysis tasks and reaches roughly 95% accuracy. The company says the main challenge is not SQL generation but selecting the correct data source, keeping definitions current, and validating results. Anthropic built an agentic analytics stack with data foundations, sources of truth, skills, and validation layers to reduce ambiguity and retrieval failures. The company found that reusable Skills delivered the biggest accuracy jump, while maintenance remains critical because the system degrades quickly when data models change.

▦ Linked Companies

Anthropic

$10M to $25M