Legaltech Hub: The AI Maturity Divide: From Experimentation to Institutional Capability

Cate Giordano examines findings from the iManage Knowledge Work Benchmark Report 2026, highlighting the widening divide between organizations experimenting with AI and those capable of integrating it into daily work. The research shows that true AI success depends not on tools alone, but on mature knowledge environments with strong governance, structured repositories, and data discipline. Organizations with higher knowledge maturity are far more likely to operationalize AI, recover from governance incidents, and turn experimentation into long-term performance gains. The article underscores that institutional capability — not access to AI models — determines which organizations convert AI potential into real operational value.