In-house NLP platform cuts commercial loan agreement review time

COIN (Contract Intelligence) applies NLP to interpret commercial loan agreements, replacing manual review by lawyers and loan officers.

**Defensibility grade: 4/5.** Deployment and headline hours-saved figure independently reported by multiple financial trade outlets, not sourced solely from JPMorgan's own disclosures.

Outcome (time): ~360,000 hours/year of manual review reassigned, against baseline: Prior fully-manual legal/loan-officer review process

Sources: - JPMorgan software does in seconds what took lawyers 360,000 hours (independent_press) - JPMorgan Chase 2026 Investor Day materials (company_self)