Krux
May 17, 2026
Insurance Underwriting Now Takes 10 Days Instead of 10 Weeks
Published: May 17, 2026 at 12:11 AM
Updated: May 17, 2026 at 12:11 AM
100-word summary
PwC is putting Anthropic's Claude into actual client work, not just pilots. The results: one insurance client cut underwriting from 10 weeks to 10 days, a 70% velocity jump. PwC will train 30,000 consultants on Claude and is launching an entire CFO-focused practice built around the AI. It's already running live in finance, supply chain, and deal making across regulated industries. The twist? PwC is betting that finance departments, not IT teams, will be the entry point for company-wide AI adoption. If CFOs see the speed gains first, the rest of the organization follows.
What happened
PwC is putting Anthropic's Claude into actual client work, not just pilots. The results: one insurance client cut underwriting from 10 weeks to 10 days, a 70% velocity jump. PwC will train 30,000 consultants on Claude and is launching an entire CFO-focused practice built around the AI. It's already running live in finance, supply chain, and deal making across regulated industries. The twist? PwC is betting that finance departments, not IT teams, will be the entry point for company-wide AI adoption.
Why it matters
If CFOs see the speed gains first, the rest of the organization follows.