Most legal Ai products fail after go-live
Law firms are buying Ai tools at record pace. Harvey. Luminance. CoCounsel. Clio. The licences are signed, the demos were impressive, and the promise is real. Then reality arrives. Partners are cautious. Senior associates work around the tools. Fee earners revert to what they know. And the firm is left paying for software that isn't delivering.
This isn't a technology failure. It's an adoption failure. And it's almost never addressed by the people selling you the tools. Ai Adopt fixes that. We are not a technology vendor. We are not a management consultancy with a side interest in legal innovation. We are a dedicated Ai adoption partner — and legal is all we do.
of legal professionals cite lack of training and resources as the primary barrier to firm-wide Ai adoption — well ahead of cost and data privacy concerns.
Wolters Kluwer Future Ready Lawyer Report, 2026
39%
2x
52%
of firms that successfully implement Ai report measurable revenue growth — but only when adoption is managed, not just deployed.
Wolters Kluwer Future Ready Lawyer Report, 2026
Large firms use Ai at double the rate of smaller firms — not because they have better tools, but because they have the internal change infrastructure to support adoption.
2025 Legal Industry Report