Banking
Deployment record
In the tracker →- Organisation
- Lloyds Banking Group
- System
- agentic AI platform
- Stage
- Live
- Function
- fraud investigations
- 01Lloyds Banking Group is projected to deliver over £100 million in AI benefits in 2026, following £50 million in value from generative AI in 2025.
- 02AI use cases being scaled include income verification, complaint investigation, and fraud detection, with fraud investigations showing over 90% decision accuracy.
- 03Lloyds has expanded its agentic AI platform for fraud investigations, supporting over 10,600 cases and reducing the number of systems used by specialists during calls.
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- 04The bank has realized over £2 billion in gross cost savings under its current strategy and aims for a productivity step-change with its Accelerate 2030 plan.
- 05Lloyds reported a Q3 2026 underlying profit of £2.37 billion, an 83% increase year on year, with a cost-to-income ratio of 47.2% and a return on tangible equity of 19.5%.
Lloyds Banking Group
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During Lloyds Banking Group's Q3 2026 earnings call on October 29, 2026, CFO William Chalmers said Lloyds is "on track to deliver over GBP 100 million of AI benefits in 2026," as it extends AI use cases across the group.
Lloyds first set the target in January, when it said generative AI had delivered around £50 million of value in 2025 and that it expected more than £100 million of additional value in 2026 from scaling generative and agentic AI.
The bank's Q3 presentation lists income verification, complaint investigation and fraud as examples of the AI use cases it is scaling. It also notes that Lloyds is ranked in the top 10 of the Evident AI index for talent, leadership and transparency.
Agentic AI in Fraud Investigations
Fraud is one of the more developed of those use cases. In a release published days before the call, Lloyds said it had expanded an agentic AI platform that helps specialists investigate suspected debit card fraud.
The platform supported more than 10,600 live customer cases over 90 days. Overall decision accuracy exceeded 90% in September, and more than 90% of cases flagged as suspected fraud were later confirmed as fraud. Colleague overrides of the platform's recommended decisions fell by 30%.
A central system coordinates specialist AI agents across as many as nine stages of a case. The number of systems a specialist uses during a call has roughly halved from between 12 and 15, and Lloyds aims to bring that down to two or three by the end of 2026. Trained specialists remain accountable for final decisions.
The platform "gives our fraud specialists the information they need in one place," said Rohit Dhawan, Group Head of AI and Advanced Analytics at Lloyds.
Where Future Savings Come From
Asked by UBS analyst Jason Napier how Lloyds will keep delivering cost savings while investing for growth, Chalmers described several sources.
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Strategic investment includes technology savings such as cloud migration and a reduction in data centres. Automation covers both internal processes and the bank's customer service ambitions.
"AI is clearly going to enhance our customer propositions," Chalmers said, adding that it will also improve efficiency within the organisation, with fraud and process automation among the use cases. He said some of the savings will be technology-enabled, and pointed to the Lloyds Technology Centre in India as another potential source.
Lloyds said it has realised more than £2 billion of gross cost savings under its current strategy, and that more than 95% of its 2027 strategic investment spend has been prioritised to support delivery of its next plan, Accelerate 2030. The presentation describes that plan as targeting "a productivity step-change, enabled by pioneering technology."
Other technology initiatives in the presentation include automating home insurance claims so customers can self-serve, and launching the Lloyds Smart Wallet in the fourth quarter.
Lloyds also plans to roll out Targeted Support, a new UK category of financial guidance, within its InvestAI service in Q4, subject to regulatory approval.
The Quarter
Lloyds reported Q3 2026 underlying profit of £2.37 billion, up 83% year on year, and statutory profit before tax of £2.33 billion.
Underlying net interest income rose 10% to £3.81 billion, and the banking net interest margin was 3.25%. Operating costs were £2.37 billion, for a cost-to-income ratio of 47.2%. Return on tangible equity was 19.5%.
The bank reaffirmed its 2026 guidance, including underlying net interest income above £14.9 billion and operating costs below £9.9 billion.
Chalmers said net interest income growth in 2027 will be healthy but slower than in 2026, citing competition in lending and deposits.
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