How J.P. Morgan Payments eliminated 13 billion keystrokes a year by automating the paper behind payments
J.P. Morgan Payments announced that it has automated the manual, paper‑based steps involved in processing checks, eliminating roughly 13 billion keystrokes each year. The bank said it handled about 480 million checks in 2025, and the automation replaces the repetitive data entry that clerks previously performed on those items.
The move tackles a persistent source of friction in the payments ecosystem: despite the industry’s focus on real‑time rails and instant settlement, a large volume of business‑to‑business and consumer transactions still moves via paper checks. By applying optical character recognition and robotic process automation, J.P. Morgan can capture check data without human keystrokes, cutting processing time and error rates.
Industry observers note that the efficiency gain translates into lower operating costs and faster clearing for clients, while also freeing staff to focus on higher‑value tasks. The initiative shows that even legacy payment instruments can yield significant productivity improvements through targeted automation.
Key takeaways
- ▸Processed ~480 million checks in 2025.
- ▸Automation eliminated ≈13 billion keystrokes per year.
- ▸Reduces manual data entry, errors, and processing costs.
- ▸Improves speed and client experience for check‑based payments.
- ▸Highlights that substantial efficiency gains remain possible in legacy paper payments.
Why this matters
By stripping out the repetitive keystrokes tied to check handling, J.P. Morgan lowers its own cost base and can offer more competitive pricing for check‑related services, putting pressure on rivals that still rely on manual entry. Merchants and corporate clients benefit from faster check clearance and fewer reconciliation issues, which could slow the migration to purely digital alternatives. The result underscores that, even as real‑time payments gain traction, optimizing the remaining paper flow delivers material operational and competitive advantages.