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Freedom251 › Blog › AI in legal work

6 Real-World Examples of AI in Legal Work—and What They Actually Do

By Freedom251 Team · · 4 min read

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AI is already being used in legal work, but the six examples below do not all do the same job or have the same level of maturity. They range from a UK government office assistant reported in production to court transcription and translation tools, a debt-recovery service built around AI, an in-development law-firm tool, and a legal-aid field study involving 91 participants. None of the cited sources establishes a shared benchmark for accuracy, time saved, cost saved, or case outcomes.

Six deployments, compared by task and maturity

Example Task and user What is established
Ruby, UK Ministry of Justice Office workflow support for government staff Reported in production across most Ministry of Justice private office teams.
Court transcription, UK Transcription and structuring for court and tribunal work The Justice AI Unit describes a tool that turns oral decisions, evidence, and arguments into structured case notes and hearing records; the source snippet gives no accuracy rate or full rollout date.
Garfield.Law, UK AI-centered debt-recovery legal service for businesses A UK Government case study says it primarily delivers legal services through AI, helping small and medium-sized businesses recover unpaid debts through the small claims court.
Large law firm, UK In-house tools for areas including conveyancing and family law Described as development in collaboration with a LawTech company, not as a mature production deployment.
Legal-aid field study Paid generative AI access for legal-aid practitioners A 2024 Berkeley-led study gave 91 participants one to two months of access; a randomly selected subset also received concierge support.
Small Claims Tribunals, Singapore On-demand translation of court documents Singapore’s Chief Justice described initial generative AI use for translation into Chinese, Malay, and Tamil.

1. Ruby supports UK Ministry of Justice office work

The UK Justice AI Unit reports that Ruby is in production across most Ministry of Justice private office teams. It helps manage work in ministerial and senior-official offices. This is an internal government workflow deployment, not a public-facing service that gives legal advice. UK Justice AI Unit

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2. A UK tool turns court speech into structured records

The Justice AI Unit also describes a transcription tool that converts oral decisions, evidence, and arguments into structured case notes and hearing records. This is a documentation aid: the source does not report its accuracy, provide a full rollout date, or establish that it independently determines what a court should decide. UK Justice AI Unit

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3. Garfield.Law uses AI in debt recovery

A UK Government case study describes Garfield.Law as delivering legal services primarily through AI. Its focus is helping small and medium-sized businesses recover unpaid debts through the small claims court. That description supports calling it an AI-centered service; it does not establish success rates or mean that court representation is fully automated. UK Government case study

4. A law firm is developing an in-house tool

The same UK Government case study describes a large law firm working with a LawTech company to develop an in-house AI tool for work that includes conveyancing and family law. Development is not the same as broad operational use: the case study does not establish that the tool is a mature production system. UK Government case study

5. A field study gave 91 legal-aid practitioners access to generative AI

A Berkeley-led 2024 field study involved a cohort of 91 people who received one to two months of paid access to generative AI tools. A randomly selected subset also received concierge support, including peer use cases, office hours, and assistance. The study design establishes who received access and how support was organized; the participant count alone is not evidence of a generalized productivity gain or a causal effect for all legal-aid practitioners. Loyola of Los Angeles Law Review field study

6. Singapore courts use generative AI for document translation

Singapore Chief Justice Sundaresh Menon described the initial deployment in the Small Claims Tribunals as on-demand translation of court documents into Chinese, Malay, and Tamil. He characterized the approach as incremental and measured. This is a defined translation use, not evidence that generative AI decides claims. Supreme Court of Singapore

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“In line with the incremental and measured approach that has been advocated, our initial deployment of Gen AI in the SCTs has been to provide on-demand translation of court documents into Chinese, Malay and Tamil (the other official languages of Singapore apart from English).”

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What these examples do—and do not—show

The examples cover different users and tasks: government office staff managing work, courts creating records or translating documents, a business-facing debt-recovery service, law-firm tool development, and legal-aid practitioners gaining access to generative AI. It would be misleading to treat them as six versions of the same product or to rank them by performance. The sources cited here provide no common accuracy, cost, time-saving, or case-outcome measures.

Professional accountability remains important when AI is used in legal practice. Singapore’s Ministry of Law says in its Guide for Using Generative AI in the Legal Sector: “Regardless of GenAI use, legal professionals remain fully accountable for all work product as part of their professional duties owed to clients and as officers of the Court.” Singapore Ministry of Law guide

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