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Lloyds Banking Group: Copilot and GitHub Copilot at scale

Lloyds Banking Group · Financial services · United Kingdom

The challenge

The bank wanted generative AI to become part of everyday work for tens of thousands of colleagues, not a tool used by a small early group, and wanted engineers to move faster on large code conversion and development tasks. Doing this inside a regulated bank also meant keeping AI within its existing security, identity and governance controls.1

What was implemented

Lloyds started with 300 Microsoft 365 Copilot licenses and in March 2025 committed to 40,000. To build habits it trained more than 10,000 people, set up a network of about 1,000 volunteer "flight instructors" and ran weekly promptathons to share good practice. Nearly 5,000 UK engineers were using GitHub Copilot by October 2025, and more than 10,000 by June 2026.

In June 2026 the bank signed a multi-year agreement to deploy Microsoft 365 E7 across the Group. Microsoft describes E7 as combining Microsoft 365 E5, Microsoft 365 Copilot and Agent 365, with Microsoft Entra Suite and Defender, Intune and Purview capabilities. Lloyds plans one self-service agent for all colleagues to find systems, information and answers, plus further agents for specific colleague and customer journeys, all controlled through Agent 365.12

Reported outcomes

  • 46 minutes per day

    Time saved per day with Microsoft 365 Copilot, from a bank survey of 1,000 users out of nearly 30,000 licenses (self-reported)3

    Measured
  • 93% daily usage

    Daily Copilot usage among the 30,000 colleagues with licenses (measurement method not stated)2

    Measured
  • 97% active

    License holders counted as active users after the 40,000-license rollout (definition of active not stated)1

    Measured
  • half the expected time

    One code conversion project of 11,000 lines across 83 files, finished faster than planned (the expected time is not quantified)23

    Measured
  • 65 hours to 30 hours

    One engineering task reported by the bank's software engineering lead (single project)2

    Measured

Each outcome links to its source; the label there says whether the company, Microsoft or a third party reported it.

What others can learn, and the limits

In our view, the reusable lesson is how Lloyds built usage: volunteer champions, weekly prompt practice and broad training took it from 300 licenses to near-universal use among license holders. Banks with large legacy codebases can also aim GitHub Copilot at code conversion first, where time savings are easier to show. The figures need context. The 46 minutes comes from a survey of 1,000 users, The Register called it strangely specific and noted the bank has not said how the saved time is used, and the usage rates have no published definition. The code results are single projects. The E7 bundle mainly makes sense for an organization already standardized on Microsoft security and identity; a smaller bank could start with Copilot Chat and a few paid licenses.

Sources

  1. Lloyds Banking Group rolls out Microsoft 365 Frontier Suite to power its agentic future (opens in a new tab)Microsoft UK Stories · Customer-reported, Vendor-reported
  2. How Lloyds Banking Group's pioneering use of AI at scale is transforming employee experience and turbocharging operations (opens in a new tab)Microsoft UK Stories · Vendor-reported, Customer-reported
  3. Lloyds Banking Group claims Microsoft Copilot saves staff 46 minutes a day (opens in a new tab)The Register · Independently verified

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