Last Updated: November 1, 2026
AI in Finance Statistics 2026: The Short Answer
AI is now standard practice in banking and finance. 86% of UK financial firms use AI according to the Bank of England and FCA (October 2026), 75% of large finance functions worldwide actively use it according to KPMG (May 2026), and JPMorgan Chase plans to spend $19.8 billion on technology in 2026.
The open question in financial services is proof of value, not adoption. Only 12 of the 50 large banks tracked by Evident's 2026 AI Index report a figure for AI returns, achieved or forecast, and just 12% of tracked bank AI use cases disclose an effect on operational KPIs.
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Table of Contents
Key AI in Finance Statistics for 2026
The table below collects the most current primary-source numbers on AI in banking, finance functions and fraud. Every row names its source and the date it was published, so older figures are easy to spot.
AI in Finance Statistics at a Glance:
Statistic | Figure | Source and date |
|---|---|---|
UK financial firms using AI | 86% (75% in 2024) | |
UK firms with AI agents deployed | 80% (only 2% with broad autonomy) | |
Generative AI share of UK firms' AI systems | 56% | |
Finance functions actively using AI (global) | 75% (30% in 2024) | |
Finance leaders saying AI meets or beats ROI expectations | 71% | |
Finance organizations where AI rollout was slower than expected in 2025 | 63% | |
CFOs and finance leaders using AI in finance | 59% (58% in 2024, 37% in 2023) | |
Large banks reporting an AI return figure | 12 of 50 (up from 8) | |
Bank AI use cases that disclose a KPI impact | 12% | |
JPMorgan Chase technology budget, 2026 | $19.8 billion (up 10%) | |
JPMorgan annual AI spend vs. benefit | About $2 billion vs. about $2 billion | |
US internet crime losses reported to the FBI | $20.9 billion in 2025 (up 26%) | |
US fraud losses enabled by generative AI (projection) | $40 billion by 2027 ($12.3B in 2023) | |
Global bank jobs at risk from AI | Up to 200,000 in 3 to 5 years | |
Global bank profit pools at risk from AI agents | $170 billion (9%) |
A quick piece of math puts JPMorgan's numbers in context: if the bank's AI spending stayed near the $2 billion Jamie Dimon cited in 2025, it would equal about 10% of the $19.8 billion 2026 technology budget.
How Many Financial Institutions Use AI in 2026?
Most of them. The Bank of England and FCA 2026 survey of 196 UK financial firms, published October 26, 2026, found 86% use AI, up from 75% in 2024 and 58% in 2022, although the regulators note the respondent groups differ between surveys.
Generative AI now sits at the center of financial services AI. Generative AI makes up 56% of the AI systems UK firms reported in 2026, and enterprise productivity tools such as coding assistants and document summarisation are the most common use case.
AI agents are spreading fast in UK finance, but humans still make the calls. 80% of UK respondents have AI agents deployed, mostly to recommend actions for staff to approve, while only 2% run agents with broad autonomy and no more than 9% expect agents to approve or decline customer outcomes even after planned rollouts.
Corporate finance teams show a similar pattern. KPMG Global AI in Finance 2026, a survey of 1,013 senior leaders in 20 countries, found 75% actively use AI in the finance function, up from 30% in 2024. Gartner put AI use in finance at 59% in 2025, almost flat on 58% in 2024, with knowledge management (49%), accounts payable automation (37%) and error and anomaly detection (34%) as the top use cases.
The gap between KPMG's 75% and Gartner's 59% largely reflects who was asked. KPMG surveyed companies with at least $250 million in revenue ($500 million in the US), while Gartner surveyed 183 CFOs and senior finance leaders across company sizes.
For adoption rates across every industry, see our AI adoption statistics.
Which Banks Lead in AI? Evident AI Index 2026
JPMorgan Chase leads. Evident's 2026 AI Index for Banks, released October 6, 2026, ranked JPMorgan first for the fifth straight year, followed by Capital One, Royal Bank of Canada and Commonwealth Bank of Australia. UBS placed sixth as the only European bank in the top ten, and HSBC slipped from 8th to 11th.
The Evident AI Index tracks 50 large banks in North America, Europe and Asia-Pacific across talent, innovation, leadership and transparency. The average bank score rose 26% year over year, nearly three times the pace Evident measured from 2023 through 2025, according to coverage of the 2026 index. The 50 banks have made public more than 1,100 separate AI applications since 2021, and eight of the top ten are North American.
JPMorgan Chase is also the biggest technology spender in the group. The bank expects to spend $19.8 billion on technology in 2026, up 10% year over year, according to figures from its February 2026 investor day.
Jamie Dimon put a number on the payoff in October 2025, telling Bloomberg TV that JPMorgan spends about $2 billion a year on AI and gets about $2 billion of benefit, with roughly 150,000 employees a week using the bank's internal AI tools (Entrepreneur).
Put simply, JPMorgan's AI program was paying for itself dollar for dollar in 2025, a solid result for a cost line but not yet the profit step change that bank AI marketing tends to promise.
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How Is AI Changing Fraud in Banking?
AI cuts both ways in financial fraud. Fraud detection was one of the top three AI uses at UK financial firms in the Bank of England and FCA 2024 survey, cited by 33% of respondents, behind internal process optimisation (41%) and cybersecurity (37%).
Criminals use the same technology. Deloitte's Center for Financial Services projected in May 2024 that generative AI could push US fraud losses to $40 billion by 2027, up from $12.3 billion in 2023, a compound annual growth rate of 32%.
Reported losses are already rising. The FBI's Internet Crime Complaint Center logged $20.9 billion in reported US losses in 2025, up 26% from 2024, across more than 1 million complaints, according to SecurityWeek's summary of the IC3 report. Investment fraud was the largest category at over $8.6 billion, and business email compromise cost $3 billion.
UK financial firms expect AI-driven threats to grow. 80% of respondents to the 2026 Bank of England and FCA survey said frontier AI cyber capabilities will have a moderate or high impact on their risk profile within two years.
For security data beyond banking, see our AI cybersecurity statistics.
Is AI Paying Off in Finance? ROI Statistics
Mostly yes inside finance departments, less clearly at the bank level. 71% of senior finance leaders in KPMG's 2026 survey say AI is meeting or exceeding ROI expectations.
Gartner's data is more cautious. 63% of finance organizations told Gartner that AI implementation was slower than expected in 2025, and in Gartner's 2025 CFO survey 91% of finance AI users described the initial impact as low or moderate.
Banks are still light on hard numbers. Only 12 of the 50 banks in Evident's 2026 index report a figure for AI returns, up from 8 a year earlier. Lloyds Banking Group is one of the few to put a price on it: about £50 million of value from generative AI last year, with more than £100 million expected in 2026, according to Evident index coverage.
Read together, the KPMG, Gartner and Evident data point the same way: finance teams feel the gains in daily work, while few institutions can yet show them on the income statement. Our AI ROI statistics compare these returns with other industries.
Will AI Replace Jobs in Banking? Jobs and Regulation Statistics
Some, mostly in back and middle offices. A Bloomberg Intelligence survey of bank technology chiefs, published January 2025, projected global banks could cut up to 200,000 jobs over three to five years, a net reduction of about 3% of the workforce, concentrated in back office, middle office and operations roles.
Jamie Dimon's April 2026 shareholder letter struck a similar note, saying AI "will definitely eliminate some jobs, while it enhances others" (InvestmentNews).
The larger threat may be to bank profits rather than headcount. McKinsey's 2025 Global Banking Annual Review estimated that, in its most likely scenario, customers using AI agents to shop for better rates could cut global bank profit pools by $170 billion, or 9%, if banks do not change their business models (American Banker).
Regulators are easing timelines for AI rules in finance. The EU's Digital Omnibus on AI, published in the Official Journal on July 24, 2026, moved the AI Act's Annex III high-risk obligations, which cover credit scoring, from August 2, 2026 to December 2, 2027 (Garrigues). In the US, Federal Reserve Vice Chair for Supervision Michelle Bowman said in a July 2026 speech that "lower-risk uses of AI should receive a lighter supervisory and regulatory touch."
Our AI spending statistics and AI statistics 2026 articles cover the wider investment picture.
AI in Insurance Statistics How insurers are adopting AI.
Anthropic Financial Services Agents How Claude is being deployed in banking and financial services.
AI Industry Statistics 2026 Broader AI market context including financial sector investment data.
AI Agents Statistics 2026 How agentic AI is entering financial services workflows.
AI Productivity Statistics 2026 ROI benchmarks across sectors including financial services.
Frequently Asked Questions
What percentage of financial institutions use AI in 2026? 86% of UK financial firms use AI, up from 75% in 2024, according to the Bank of England and FCA survey published in October 2026. Globally, KPMG found 75% of large companies actively use AI in the finance function, up from 30% in 2024.
Which bank is the leader in AI? JPMorgan Chase ranked first in Evident's 2026 AI Index for Banks, its fifth straight year at the top. Capital One, Royal Bank of Canada and Commonwealth Bank of Australia followed.
How much does JPMorgan spend on AI? JPMorgan Chase expects to spend $19.8 billion on technology in 2026. Jamie Dimon said in October 2025 that the bank spends about $2 billion a year on AI and gets about $2 billion of benefit.
Is AI delivering ROI in finance? 71% of senior finance leaders in KPMG's 2026 survey say AI meets or exceeds ROI expectations. At the bank level proof is thinner: only 12 of the 50 banks in Evident's 2026 index report a figure for AI returns, and 63% of finance organizations told Gartner AI rollout was slower than expected in 2025.
Will AI replace jobs in banking? Bloomberg Intelligence projected in January 2025 that global banks could cut up to 200,000 jobs over three to five years, a net reduction of about 3% of the workforce. Most cuts are expected in back office, middle office and operations roles.
How We Sourced These Statistics
Every figure on this page links to the original regulator survey, consulting report or company disclosure, or to news coverage of it where the original sits behind a form. Each statistic carries its publication date, and figures older than 12 months are labeled with their year.
This November 2026 update replaced older market-size estimates and unsourced adoption percentages with the 2026 Bank of England and FCA survey, the KPMG and Gartner finance surveys, and the 2026 Evident AI Index.
Finance AI Is Working. Proving the Value Is the Next Test.
Adoption is no longer the story in finance. With 86% of UK financial firms and 75% of large finance functions using AI, the question for 2027 is which institutions can show AI returns in their financial results, not just in pilot reports.
The early evidence favours the biggest spenders. JPMorgan, top of the Evident index five years running, is one of the few banks to publish a dollar figure for AI benefit, and the number of large banks disclosing AI returns rose from 8 to 12 in a year.
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Written by the AI Business Weekly Editorial Team. Reviewed, edited and published by Sameer Khan. This article was AI-assisted, then reviewed by Sameer Khan before publishing.