A recent article on AI legal tools provides a reality check for law firms that still treat artificial intelligence as either futuristic nonsense or something the IT team is “looking into.”
The message in the article in Software Advice by content analyst Marcela Gava (pictured) is blunt: AI is already embedded in mainstream legal software, many firms already have access to it, and a surprising number are doing absolutely nothing with it.
According to her article the problem isn’t lack of availability but a lack of understanding. Firms own software with AI features but fail to use them because partners and fee-earners don’t quite trust it, don’t quite get it, or don’t know where it actually fits into day-to-day practice.
What AI in legal software actually does
The article strips away the hype. Legal AI isn’t a robot lawyer or a replacement for judgment. It’s a mix of machine learning, large language models, natural language processing and generative tools designed to speed up routine legal work.
Think extracting clauses, summarising documents, sorting evidence and drafting first-pass documents. Functions that are useful, but only with human oversight. Hallucinations, confidentiality risks and ethical obligations are still very real.
The five use cases Software Advice says matter most
The article focuses on five practical applications where AI is already delivering value:
- Contract review
AI can quickly identify clauses, flag anomalies, compare versions and summarise agreements. This cuts down hours of reading and re-reading, especially in high-volume work. - Legal research
AI-assisted research tools can surface relevant cases faster, summarise judgments and help with citation checking. The article is careful to stress that lawyers still need to verify everything. Judges remain stubbornly human. - E-discovery and litigation support
Machine learning is particularly effective at sorting and prioritising large volumes of documents, identifying patterns and building timelines across massive datasets. - Document drafting
Generative AI can produce first drafts, templates and structured responses to common queries. It doesn’t replace drafting skill, but it does eliminate the blank-page problem. - Client intake and workflow
AI-powered intake tools can capture information, qualify leads and automatically populate case management systems, reducing admin drag and improving response times.
How firms should choose AI tools
Software Advice doesn’t push shiny objects. It argues firms should start with their biggest inefficiencies, evaluate tools that directly address those pain points, check security and privacy carefully, and set clear metrics before rollout. In other words, strategy before software.
This isn’t a revolutionary advice, but rather it’s a sensible, slightly overdue reminder that AI is now table stakes in legal software, not a future experiment.
Firms that ignore it won’t suddenly collapse tomorrow, but they will quietly lose time, margin and talent to firms that use these tools properly.
The article’s unspoken warning is the most important one: buying AI-enabled software is easy. Changing how lawyers actually work is not. Governance, training and accountability matter more than the tool itself.
LawFuel’s view remains consistent. AI won’t replace lawyers. But lawyers who understand AI will replace those who don’t.
