Consumer AI vs. Legal AI: Where they fit into legal practice

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Not all AI is designed for the same use.

From consumer AI like ChatGPT to AI built specifically for legal professionals, there are different tools designed for different purposes. And while they may share some of the same capabilities like drafting, summarising,and answering questions—there are important differences in how they’re built and how they support legal work.

Let’s break down consumer AI vs. legal AI,where each fits, and what lawyers can gain from each tool in their practice.

A quick refresher: what does AI encompass?

“AI” is a broad term for various technologies that can perform tasks that mimic some formof human thinking. This spans recognising patterns, making suggestions,answering questions, sorting information, summarising text, or creating new content.

Most people use some form of AI in their day-to-day:

·        Google predicting what you'researching for

·        Netflix recommending your nextshow

·        Spam filters keeping suspiciousemails out of your inbox

Generative AI has become increasingly popular, with its ability to create something new in response to a prompt. That could be an email, summary, outline, checklist, or first draft of a document.

Tools like ChatGPT, Claude, Gemini, andMicrosoft Copilot are common examples.

What is consumer AI?

Consumer AI (toolslike ChatGPT, Claude, Gemini, or Microsoft Copilot) is designed to helpwith a broad range of tasks for a broad range of people.

A teacher could ask for help creating a lesson plan, a marketer could brainstorm campaign ideas, a traveler could research vacation plans, and you may be asking AI for help rewriting an email.

That versatility is part of what makes these tools so useful.

For legal professionals, you're likely familiar using consumer AI for tasks such as:

·        brainstorming ideas

·        creating a basic outline

·        rewriting non-confidential content

·        explaining an unfamiliar concept in plain English

·        generating a general checklist

·        getting more comfortable withprompting and AI

However, these tools aren't necessarilydesigned around your firm's matters, legal workflows, sources, securityrequirements, or the context sitting inside your practice management system.

What is legal AI?

Legal AI takes the capabilities of AI andapplies them specifically to the way legal professionals work. Instead of beingdesigned to answer questions and complete tasks for anyone, legal AI ispurpose-built around the needs of lawyers and law firms.

That could mean asking AI to:

·        Catch you up on a matter by summarisingrecent activity, documents, deadlines, and tasks.

·        Review a contract and flag conflicting terms, inconsistencies, or missinginformation.

·        Draft a client email using the context already contained within the matter.

·        Compare documents to identify discrepancies you might otherwise have to hunt formanually.

·        Surface what comes next by identifying relevant next steps based on matter activity.

One of the biggest advantages is context. Legal AI can be built into the technology your firm already uses, allowing it to work with the matters, documents, correspondence, and other information behind your legal work.

That’s what makes legal AI different: it’s not just AI that knows legal terms. It’s AI built to understand and support the way legal work gets done.

Consumer AI vs. legal AI: let’s compare

Consumer AI

Legal AI

Built for

Broad, everyday use across industries

Lawyers, law firms, and legal work

Context

Often relies on you to provide or upload the information it needs

Often works with legal documents, matters, and firm information already in context

Workflows

Helps with general tasks like drafting, summarising, and brainstorming

Built around legal tasks and workflows, from document review to matter work

Grounding & verification

Outputs may require additional research to understand and verify the source

Can ground answers in matter information, documents, or legal sources and make verification easier, depending on the tool

Privacy & security

Protections vary by tool and how it’s configured

May offer protections designed around sensitive legal and client data

*Firms should still assess the data-handling practice

 

Understanding your AI options

You don’t need to be or become an AI expert to use it in your firm. Understanding what different tools are built to do can help you get more from them.

Consumer AI has made powerful technology more accessible than ever. If you’re new to AI, it can be a great place to start experimenting with lower-risk tasks, like brainstorming ideas, creating checklists, or drafting internal communications.

As you bring AI further into your legalwork, legal AI takes that potential and puts it to work specifically for lawyers; with legal context, workflows, and the realities of practicing law in mind.

The key is knowing which tool fits the work in front of you. And the more you understand AI, the more confidently you can put it to work.

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