Institutional capital is moving deeper into law-firm MSOs, raising a critical question: what evidence supports the valuation? Legal Decoder CEO, David Solomon, explores why task-level billing data will be essential for evaluating efficiency, AI impact, pricing, scalability and the true economics of investor-backed legal services.

As AI compresses execution time, firms that can’t prove improvements in cost, speed, quality, and risk will face mounting pressure on rates and realization. The future of AI pricing belongs to firms that can govern, measure, and defend how work is delivered—not just claim they use AI.

AI is reshaping how legal work is done—but most invoice review processes haven’t kept up. When AI use is invisible, similar work is priced inconsistently, and efficiency gains don’t translate into savings, legal departments lose control of cost and value. Here are three clear signs your invoice review isn’t AI-ready, and what to do about it.

The legal industry is entering a new labor model. See how AI is changing how legal work is performed, priced, and evaluated—and what teams must do to stay ahead.

AI is emerging as a new labor category in legal services, transforming how work is staffed, priced, and delivered. Discover how law firms and legal departments can redesign workforce strategy by integrating AI alongside human legal talent.