More Than 5,000 Legal Tech Firms Fuel AI Tool Fatigue for Lawyers
Updated
Updated · Financial Times · Nov 12
More Than 5,000 Legal Tech Firms Fuel AI Tool Fatigue for Lawyers
1 articles · Updated · Financial Times · Nov 12
Summary
More than 5,000 legal tech companies now compete worldwide, leaving law firms and in-house teams struggling with AI “tool fatigue” as they sort through a fast-growing range of products.
Alex Baker of Legal Tech Collective says buyers should start with their biggest legal problem, measure the value of solving it, and test software in pilots before signing long-term contracts.
Daniel Linna of Northwestern warns the bigger risk is no longer choosing the wrong tool but failing to train staff to use AI responsibly and fit new software with legacy IT systems.
Eight start-ups highlighted in the report show where demand is concentrating: precision work, knowledge retrieval, pricing and synthetic client-safe data for testing AI tools.
The examples underscore a broader shift in legal services, where vendors promise faster drafting, search and analysis, but crowded supply is making product selection and adoption a strategic challenge.