Law firms are buying AI tools. That much is clear. What is less clear is whether anyone is actually using them. When I read about AI or discuss it with attorneys, as I frequently do, I see a pattern.
A law firm explores AI use. Many of the attorneys and staff are excited about bringing AI on board. They have heard many stories about how AI can allow them to do more work in less time. Then, after a period, frequently as little as 30 days, many of the lawyers and staff stop using the AI. Why does this happen? Frequently, it is because the firm failed to actively integrate the AI into the firm’s workflows.
The Steps for Adopting AI
Bringing AI into a law practice requires several basic things:
- An AI use policy to provide guidance about how AI may and may not be used along with which tools are allowed for what purposes.
- Training on the policy and the tools (not just once, ongoing).
- Integration of the chosen tool into the firm and the workflows (making AI the default way certain tasks get done, not an optional extra).
Failure to integrate AI is not just a law firm issue, it impacts all types of businesses. A Gallup study found that the top barrier to AI adoption in the workplace is an unclear use case or value proposition, cited by 16% of respondents, with lack of training a close third at 11%. If you train your people on a tool without showing them where it fits in their actual workflow, they will default back to what they know.
The numbers in legal bear this out. Nearly seven in ten legal professionals now use generative AI tools for work, but more than half say their firm has provided no training on the responsible use of AI and has no plans to do so. Nearly half of firms have no formal AI policy at all. So, attorneys are using AI, but largely on their own, without structure or guidance.
Failure to Provide Proper AI Guidance Creates Substantial Risk
Individual use of AI without firm-level integration means inconsistent quality, confidentiality risks, and no way to build on what is working. It also means enthusiasm stays personal and fragile. When the person who championed the tool leaves or gets busy, usage collapses.
A 2025 MIT study found that just 5% of organizations report measurable ROI from their investment in generative AI. That is a striking number given how much money is being spent. The gap between investment and return is not a product failure. It is an integration failure.
Integration is Key
The fix for the problem of proper and continuous AI use is not more training sessions. It is building artificial intelligence into the workflows themselves.
In order to properly integrate AI, the firm needs to identify specific, recurring tasks where AI adds value and make its use the default process, not an optional add-on. It also means designating someone responsible for monitoring how the tools are being used and whether they are producing reliable output. It means leadership using the tools visibly, because managers who actively support AI use and model its application are the single biggest driver of employee adoption.
Managing Billing with AI Use
For law firms specifically, integration also means confronting the billing question. If AI allows a lawyer to complete in minutes what previously took hours, the hourly billing model creates a direct disincentive to use it. Firms that want real adoption need to think about how their compensation and billing structures either reward or punish efficiency.
None of this is complicated. It is just work, and most firms skip it. They buy the tool, run a demo, tell people to “try it out,” and move on. Six months later they wonder why no one is using it. Firms that want real adoption need to think about shifting toward value-based billing, flat fees, or other models that reward efficiency rather than penalize it.
Need Help Identifying How to Use AI and Integrating it Into Your Practice?
Buying AI is easy. Integrating it requires a plan. If your firm needs help creating an AI use policy, feel free to get started with the template I provide here. If you need assistance with identifying how you can integrate AI into your workflow, and training on how to use AI as part of that integration, feel free to reach out to me. My process includes performing an analysis of how your specific firm can use AI to help reduce areas of friction that are slowing you down.