Three Hundred Thousand People, and What AI Does to ThemNarrow moat
JPMorgan Chase (JPM) — moat facet
Banking has never had operating leverage because every customer required a person; this is the first credible mechanism for that to stop being true.
The largest line in a bank's cost base is people, and for the first time there is a credible mechanism for it to fall.
JPMorgan had 318,512 employees at the end of 20251. Management has said artificial intelligence has already eliminated 30% to 40% of headcount in some of the firm's units, with most of those employees offered other roles inside the firm2.
Two things about that are important and easy to conflate. The first is that it is real — the work being displaced is document handling, reconciliation, first-line service and back-office processing, which is exactly what large language models do competently. The second is that redeploying people is not the same as removing cost, and the headcount total has not fallen.
If the cost does eventually fall, it changes what a bank is. Banking has been a business where scale bought market power but not much operating leverage, because every incremental customer required incremental people. A firm that can add customers without adding staff has a different economic shape.
The counterweight is that the same technology is available to competitors, including the ones without a legacy cost base to cut, and JPMorgan's own risk factors warn that failing to keep pace with generative AI risks losing clients and market share3.
Watch headcount and the overhead ratio together. Cost falls only when both do.
Management says artificial intelligence has already eliminated 30% to 40% of headcount in some units, with roughly 150,000 employees using the internal model weekly. It is the first credible route in decades to a bank's cost base falling.
Against management's statement that artificial intelligence has already eliminated 30% to 40% of headcount in some units, with most of those employees redeployed. Banking has never had operating leverage because every customer required a person. Watch headcount and the overhead ratio together — only both falling is evidence.
Source: JPMorgan Chase Form 10-K, FY2025 ↗- ReportedThe firm had 318,512 employees at 31 December 2025.JPMorgan Chase & Co., Form 10-K for the fiscal year ended 31 December 2025 (SEC, CIK 19617) — total net revenue $182,447M against $177,556M in 2024 and $158,104M in 2023; total noninterest expense $95,640M; pre-provision profit $86,807M; provision for credit losses $14,212M; net income $57,048M and diluted EPS $20.02; return on equity 17%, return on tangible common equity 20% (22% in 2024, 21% in 2023), return on assets 1.29%, overhead ratio 52% (52% in 2024, 55% in 2023), loans-to-deposits ratio 58% (56%, 55%), liquidity coverage ratio 111%. Total assets $4,424,900M, loans $1,493,429M, deposits $2,559,320M (63% of total liabilities), long-term debt $435,206M, common stockholders' equity $342,393M, tangible common equity $290,018M, book value per share $126.99 and tangible book value per share $107.56; dividends declared per share $5.80 (2024 $4.80, 2023 $4.10). Segment total net revenue: Consumer & Community Banking $76,029M, $71,507M and $70,148M; Commercial & Investment Bank $78,454M, $70,114M and $64,353M; Asset & Wealth Management $24,073M, $21,578M and $19,827M across 2025, 2024 and 2023. Banking & Payments revenue by client coverage: Global Corporate Banking and Global Investment Banking $25,285M and Commercial Banking $11,851M in 2025. Deposit average balances and rates: US non-interest-bearing $572,014M (2024 $611,734M, 2023 $635,791M), US interest-bearing demand $321,145M at 3.26%, US savings $875,519M at 1.41%; total deposits average rate 1.80% (2024 2.08%, 2023 1.70%). Firmwide estimated uninsured deposits $1,558.6bn at 31 December 2025 and $1,414.0bn a year earlier, 'primarily reflecting wholesale operating deposits'. Basel III common equity Tier 1 capital $288bn, Standardized ratio 14.6%; the Standardized CET1 requirement including regulatory buffers was 11.5%, with a stress capital buffer of 2.5% effective through 30 September 2027 and the annual capital plan due 6 April 2026. Capital is allocated to the lines of business using standardized risk-weighted assets and the GSIB surcharge, reassessed at least annually; the enhanced supplementary leverage ratio rules were revised to set the buffer at 50% of the firm's US Method 1 GSIB surcharge. The July 2023 Basel III endgame proposal was never finalised, and in September 2025 the Federal Reserve's Vice Chair for Supervision indicated regulators may issue an updated proposal in early 2026, the timing and content of which remain uncertain. 2025 included a $588M First Republic-related gain and an estimated bargain purchase gain of $2.8bn was recorded for the year ended 31 December 2023; 2024 revenue included a $7.9bn net gain on Visa shares. Apple Card transaction: on 7 January 2026 the firm announced Chase will become the new issuer of Apple Card, having entered a forward purchase commitment on 30 December 2025, with expected closing in approximately 24 months; the 2025 provision includes $2.2bn for lending-related commitments and the Standardized CET1 ratio decreased approximately 25 basis points. 2026 outlook: net interest income excluding Markets of approximately $95bn and adjusted expense of approximately $105bn, with a Card Services net charge-off rate of approximately 3.4%. Global workforce of 318,512 employees; JPMorgan Chase Bank, N.A. operates US branches in 48 states and Washington, D.C. Competition: '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'. Risk factors warn that advocacy by non-banking competitors for exemptions from regulatory requirements could significantly disadvantage traditional financial institutions; that failing to keep pace with rapidly changing technological advances including generative AI risks losing clients and market share, with competition intensifying as new technologies become more capable and scalable; that adverse conditions could prompt outflows 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 ↗
- Third-party estimateManagement has said artificial intelligence has already eliminated 30% to 40% of headcount in some of the firm's units, with most of those employees offered other roles.Reported remarks by Jamie Dimon on artificial intelligence at JPMorgan — AI has already eliminated 30% to 40% of headcount in some of the bank's units, though most of those employees were offered other roles inside the firm; roughly 150,000 JPMorgan employees use the firm's internal large language model each week. — July 2026 · publ. 2026-07-21 · source ↗
- 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 ↗