⚠ Everyone Gets the Same ModelsModerate threat
JPMorgan Chase (JPM) — threat to the moat
An efficiency gain the whole industry can buy is a price cut waiting to happen, and the firm with the most people to displace has the most friction in displacing them.
An efficiency gain available to the whole industry is not a competitive advantage; it is a price cut waiting to be competed away.
Large language models are sold by a handful of vendors to anyone who will pay. A regional bank, a fintech and JPMorgan can buy substantially the same capability, and the smaller firm has less legacy process to unpick before it can use it. The firm with the most people to displace has the most to gain in absolute terms and the most organisational friction in getting there.
JPMorgan's own filings frame the risk rather than the opportunity: if the firm fails to 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 capable and scalable1.
What JPMorgan genuinely has that others do not is proprietary data — decades of transaction, credit and market history across 80 million-plus relationships — and the regulatory permission to use it. Models are commodities; the data they are pointed at is not.
The falsifier is whether the savings reach the customer or the shareholder. If industry efficiency gains show up as lower prices for borrowers rather than higher margins for lenders, the technology was a cost of staying in business.
- 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 ↗