⚠ Spending More Is Not the Same as Spending WellModerate threat

JPMorgan Chase (JPM) — threat to the moat

Outspending everyone only helps if the money converts, and in bank technology it frequently has not.

The comfort of outspending everyone assumes the money converts into advantage, and in bank technology it frequently has not.

Where a bank's technology budget goesMaintaining core ledgersDecades of acquisitions to keep runningRegulatory reportingRequired, invisible, unavoidableFraud and paymentsGenuine scale advantageA firm founded in 2015Carries none of the first two~$19.8bn planned for 2026. The test is whether it shows up in the overhead ratio.
Outspending everyone helps only if the money converts.

JPMorgan expects roughly $19.8 billion of technology spend in 20261. A large share of any bank's technology budget goes to maintaining systems that already exist — core ledgers, regulatory reporting, integrations accumulated across decades of acquisitions — rather than to building anything a customer notices. A firm founded in 2015 with one product and no legacy carries none of that.

The competitive evidence is mixed. On mobile banking, fraud detection and payments infrastructure the scale advantage is real and visible. On consumer-facing product velocity, digital-only competitors have repeatedly shipped features faster.

JPMorgan's own risk factors put it plainly: if the firm does not keep pace with rapidly changing technological advances, including generative AI, it risks losing clients and market share, and competition could intensify as new technologies become more capable2.

What the money does reliably buy is resilience and compliance — unglamorous, and the two things a regulator will not let a bank get wrong.

The test is whether the spending shows up in the overhead ratio or only in the expense line. A technology budget that grows 10% a year while the overhead ratio holds at 52% is an investment; one that grows while the ratio rises is a subscription.

References
  1. Third-party estimateJPMorgan expects approximately $19.8 billion of technology spend in 2026, up about 10%, with cost pressures including AI-related chip and memory shortages.
    Reported analysis of JPMorgan's 2026 technology budget — the firm expects approximately $19.8 billion of technology spend in 2026, up about 10% year on year, driven by business growth and demand for new products and capabilities, with cost pressures including inflation and higher hardware costs amid AI-related chip and memory shortages, plus higher infrastructure (including public cloud) and software costs tied to volume and feature demand. — 2026 outlook · publ. 2026 · source ↗
  2. ReportedThe 10-K warns that failing to keep pace with rapidly changing technological advances including generative AI risks losing clients and market share, and that competition could intensify as new technologies become more capable and scalable.
    JPMorgan Chase & Co., Form 10-K FY2025 — risk factors and competition (SEC, CIK 19617). 'Competitors include other banks, brokerage firms, investment banking companies, merchant banks, hedge funds, commodity trading companies, private equity firms, insurance companies, mutual fund companies, investment managers, credit card companies, mortgage banking companies, trust companies, securities processing companies, automobile financing companies, leasing companies, e-commerce and other internet-based companies, digital asset and other financial technology companies.' 'New competitors in the financial services industry continue to emerge, including firms that offer products and services solely through the internet and non-financial companies that offer products and services that disintermediate traditional banking products and services offered by financial services firms such as JPMorganChase.' The risk factors further warn that advocacy by non-banking competitors for exemptions from regulatory requirements could significantly disadvantage traditional financial institutions; that if the firm does not keep pace with rapidly changing technological advances, including the adoption of generative AI, it risks losing clients and market share, with competition intensified as the feasibility, capability and scalability of new technologies improves; that adverse macroeconomic or market conditions could prompt outflows from funds or accounts or cause clients to invest in products that generate lower revenue; and that the interconnectivity across credit markets increases the risk that the significant expansion of private credit could worsen losses among non-bank lenders and their borrowers, particularly if stress or defaults spread to broader funding and credit markets. — FY2025 · publ. 2026-02-13 · source ↗
Sources
Generated September 23, 2026