Legal drafting assistance groups 7 documented AI deployments in the AI Use Case Hub. Adoption so far spans Legal and Public Sector, led by United Kingdom. Teams most often build it with Azure OpenAI and Copilot. Browse the company examples below to see how teams put it into production.
Use cases
7
Examples
7
Industries
2
Timeline
7 mo
Data updated 1 day ago
Adoption over time
Documented cases per month
By case publish month · completed months only
7 cases documented across 37 months (Jun 23 – Jun 26), peaking at 1 in June 2023.
AI Use Cases Hub
Each column counts every documented case of this type by its publish month, across the full corpus. The in-progress current month is excluded from columns and surfaced separately, and cases published before the charted window are summarized as earlier cases instead of plotted.
2Innovativeness2/5Incremental2/5 - Incremental. The case is primarily a large-scale deployment of Copilot for standard admin productivity tasks (drafting, summarizing, report preparation) with measured time savings, but no uncommon technical architecture is evidenced.
A landmark UK Government report details a major productivity boost from the deployment of Microsoft 365 Copilot to 20,000 civil servants in a trial conducted between September and December 2024. Civil servants leveraged Copilot to automate daily administrative tasks such as drafting documents, summarizing emails, updating records, and preparing reports. The trial saved each participant an average of 26 minutes per day, which extrapolates to nearly two full weeks of saved work per employee annually.This time saving is expected to enhance service delivery to citizens, reduce bureaucratic burdens, and generate potential savings of up to £45 billion ($61 billion) under the 'Plan for Change' program. The program aims to modernize government operations by investing in generative AI, moving services online, and reducing fraud and errors with digital compliance.The case demonstrates the real-world impact of generative AI and Copilot for mass-scale productivity improvements in the public sector, enabling civil servants to focus more on frontline services and complex problem solving.Security and compliance were key considerations in deployment, and the report emphasizes the importance of technology in making government work more efficiently for taxpayers and citizens.
2Innovativeness2/5Incremental2/5 - Incremental. The law firm used Microsoft 365 Copilot to draft documents, automate email responses, organize/analyze data, and search within SharePoint, primarily shifting attorney time away from administrative tasks.
The Mike Morse Law Firm, Michigan's largest personal injury law firm, leverages Microsoft 365 Copilot to transform its operations and improve client services. The integration of Copilot has modernized their workflows by reducing paperwork, streamlining communication, and enhancing efficiency in legal processes. By utilizing AI for tasks like email drafting, legal document creation, data management, and training content development, the firm has shifted its focus to high-value tasks. The firm's attorneys also benefit from enhanced security measures ensuring client confidentiality and compliance following rigorous data protection standards. This adoption underscores the company's commitment to innovation and sets a precedent for AI use in legal practices.
4Innovativeness4/5Advanced4/5 - Advanced. Implements a firm-wide generative AI platform (Percy AI) using Azure OpenAI with RAG and customized inference engines for multiple legal tasks, deployed for daily use across the organization.
Simmons & Simmons, a global law firm, developed Percy AI, a Generative AI platform, utilizing Microsoft Azure OpenAI services. Percy AI accelerates legal tasks like document drafting, comparison of witness statements, and industry risk analysis using Retrieval-Augmented Generation. It enhances operational efficiency, service quality, and introduces innovative AI-driven tools transforming how their legal teams work.
4Innovativeness4/5Advanced4/5 - Advanced. LexisNexis builds Copilot extensions plus a custom engine copilot deployed in Teams/Word using Bot Framework and secured via Entra ID, enabling conversational search and drafting over a large proprietary legal library.
LexisNexis, a global information and analytics leader, transformed legal workflows by integrating Microsoft Copilot for Microsoft 365 and building custom AI solutions directly into Microsoft Teams and Word. Leveraging Copilot's extensibility, LexisNexis launched Copilot extensions such as Ask Legal—empowering legal professionals to retrieve policy answers and manage requests within Teams. Complementing this, they developed a proprietary Lexis+ AI-powered custom copilot for Teams, facilitating generative AI for legal document drafting, summarization, and conversational search over an extensive legal library. These agentic solutions, built with Bot Framework SDK, Teams AI library, and supported by GitHub Copilot, not only enhance productivity and workflow automation, but also strengthen data security through integration with Microsoft Entra ID. The deployment led to faster drafting, aligned search experiences across Microsoft apps, and significant reductions in context switching for legal professionals globally.
1Innovativeness1/5Foundational1/5 - Foundational. The case is a large-scale Copilot trial focused on general productivity uses (note-taking, drafting, summarisation) with training and an ethics framework, without novel technical integration.
The Australian Government's Digital Transformation Agency (DTA) coordinated a six-month trial (Jan-Jun 2024) introducing Microsoft 365 Copilot to over 7,600 staff across more than 60 agencies. The initiative aimed to evaluate generative AI's potential for improving productivity, efficiency, and skill-building in a safe and responsible manner across diverse government functions. Staff applied Copilot to tasks like note-taking, document drafting, and summarisation, supported by extensive training and a multi-layered risk and ethics framework. Results showed high satisfaction (77%) and measurable efficiency improvements (69%), with many users reporting time savings and improved work quality. The evaluation highlights productivity gains, new opportunities in accessibility and inclusion, the importance of tailored solutions, and sustained human oversight. The DTA recommends further solution customization, stringent human review, and transparency to ensure effective and ethical AI adoption in government.
2Innovativeness2/5Incremental2/5 - Incremental. Law firms use Copilot to assist with drafting, research, and code support, which is a common generative-AI productivity pattern without evidence of an uncommon architecture.
Leading law firms in Australia, including Lander & Rogers and Clifford Chance, are harnessing Microsoft Copilot to transform their operations and client service. By integrating AI into document drafting, research, legal technology development, and client communication, these firms automate repetitive tasks and support high-level legal work. Microsoft Copilot, built on OpenAI's GPT-3.5, suggests contextually relevant language, enables rapid and accurate document creation, supports legal research, and aids in generating and reviewing legal code. These innovations not only save time and costs but also elevate accuracy and consistency, freeing lawyers for complex, strategic, and client-facing activities. The firms showcase how generative AI and Copilot reshape legal work for the modern era.
3Innovativeness3/5Differentiated3/5 - Differentiated. Integrates Azure OpenAI (GPT-4) with a legal document management system to summarize cases and propose arguments under a secure/compliant environment, but details of retrieval/agentic orchestration or deeper architecture are limited.
The Brazilian Attorney General’s Office (AGU) is transforming judicial efficiency by adopting GPT-4 technology through Azure OpenAI Service. Integrated with the organization's document management system, Sapiens, this AI solution helps process legal data more efficiently for an office handling over 20 million lawsuits. The tool generates summaries, assists in drafting legal strategies, and ensures compliance with all privacy regulations. This groundbreaking application of generative AI in public service reflects Microsoft's robust data security measures and is indicative of the potential for AI enhancement in the legal sector.
How many legal drafting assistance use cases are documented?
The AI Use Case Hub documents 7 real legal drafting assistance deployments across 2 industries, with 7 detailed company examples you can browse.
Which industries adopt legal drafting assistance the most?
Legal drafting assistance is most common in Legal (71%) and Public Sector (29%).
Which countries lead in legal drafting assistance?
United Kingdom leads documented legal drafting assistance deployments, followed by United States and Australia.
What technologies are used for legal drafting assistance?
Teams most often build legal drafting assistance with Azure OpenAI, Copilot and Microsoft 365 Copilot.
What AI capabilities power legal drafting assistance?
Across the documented deployments, the most common capability patterns are Copilot (71%), Agent (43%) and RAG (14%).
What results do companies report from legal drafting assistance?
Across the 7 deployments reporting outcomes, companies most often cite speed & agility (100%), new product / capability (71%) and customer experience & trust (71%).