How Law Firms Can Get AI Adoption Right in 2026

AI in law firms - How Law Firms Can Get AI Adoption Right in 2026

Introduction: Rethinking AI Adoption in Law Firms

AI in law firms is evolving rapidly, but many organizations are still struggling to implement it effectively. At the recent ILTA EVOLVE Conference, keynote speaker Zach Abramowitz, a well-known legal tech investor and consultant, addressed this very challenge. His provocative talk, titled “Most Law Firms Are Doing AI Wrong. Here’s How to Do It Right,” explored why so many law firms rush to adopt generative AI (GenAI) tools without truly understanding their power and potential.

The Rush to Embrace GenAI: A Familiar Story

Abramowitz pointed out a pattern that’s become all too common: law firms, driven by fear of missing out, quickly purchase GenAI products but often fail to ground their teams in what these technologies can actually do. This approach leads to confusion, ineffective training, and a fundamental disconnect between the technology’s capabilities and its use in practice. AI in law firms shouldn’t just be about having the latest tools, but about knowing how to leverage them for the highest value.

Misunderstandings About GenAI

One major issue Abramowitz highlighted is the oversimplification and overcomplication of GenAI. Some believe GenAI is simply about predicting the next word, missing the contextual and nuanced understanding these models can provide. Others treat GenAI as a mysterious technology requiring complex prompt engineering, which can intimidate users and limit adoption.

Abramowitz argued that successful AI in law firms requires a middle ground—training that focuses on understanding what GenAI does, how it works, and how it’s rapidly evolving. Lawyers should not be overwhelmed by unnecessary complexity or lulled into complacency by oversimplification.

The Hallucination Problem: Feature, Not a Flaw

One of the most discussed challenges in AI in law firms is hallucinations—when AI generates information that’s plausible but incorrect. Abramowitz reframed this as a feature, not a bug. GenAI models, like humans, try to connect imperfect information to provide answers. Knowing when and why hallucinations occur is key to using AI effectively and safely, especially in high-stakes legal contexts.

Focusing on High-Performance Use Cases

Abramowitz urged law firms to rethink how they apply AI. Instead of relegating GenAI to mundane tasks, he argued, firms should use it as a “second brain” for brainstorming, strategic thinking, and learning new skills. The real ROI of AI in law firms is not just in efficiency gains but in improved outcomes, enhanced capabilities, and stronger competitive positioning.

For example, GenAI can support lawyers in preparing pitches, building presentations, and understanding complex legal concepts. Abramowitz cautioned against using AI solely to automate routine work, suggesting instead that its greatest value comes from enabling work that wasn’t previously possible.

Legal Research and GenAI

Legal research is a common GenAI application, but Abramowitz suggested that the real power comes from applying research insights to client problems—a higher-order task that requires critical thinking and creativity. He warned against using AI to shortcut the hard work of legal analysis, emphasizing that the best results come from combining AI’s capabilities with human expertise.

Empowering Younger Lawyers with AI

Another key point was the impact of AI in law firms on legal training. With the right guidance, younger lawyers can quickly develop skills that once took years to master. Abramowitz believes that embracing GenAI can help new lawyers avoid common pitfalls, deliver better work, and accelerate their professional growth.

Shifting the Focus: What Should Lawyers Do?

Ultimately, Abramowitz challenged law firms to ask not just what GenAI can do, but what lawyers should be focusing on now that AI is available. This shift in perspective can lead to a reimagining of roles, workflows, and even the business model of legal practice.

The Future of Law Firms with AI

Contrary to fears that GenAI will spell the end of the billable hour, Abramowitz predicted that lawyers who use AI skillfully will be able to command higher rates and deliver superior results. Rather than reducing legal work, AI will create new opportunities, new issues, and new demands for legal services. The key is to embrace AI thoughtfully, focusing on its highest and best uses while continuing to develop human expertise.

Conclusion: Getting AI in Law Firms Right

As Abramowitz’s keynote made clear, success with AI in law firms comes from understanding—not just using—technology. Law firms must avoid both oversimplifying and overcomplicating GenAI, focus on high-performance use cases, and train lawyers at every level to think differently. The future belongs to those who harness AI as a tool for innovation and excellence in legal practice.


This article is inspired by content from Original Source. It has been rephrased for originality. Images are credited to the original source.

Reports on AI governance, GDPR, and compliance automation. Simplifies complex legal frameworks into clear, actionable insights for professionals.

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