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DISCO survey shows legal AI adoption constrained by token-based pricing uncertainty

PUBT·09/23/2026 12:46:28
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DISCO survey shows legal AI adoption constrained by token-based pricing uncertainty
  • CS Disco study flagged legal AI adoption shifting from capability debates to cost predictability under consumption-based token and credit pricing.
  • 32% of 2025 participants reported AI savings; 55% expected savings, while 2026 respondents raised budgeting uncertainty without prompting.
  • Pricing transparency emerged as a key adoption constraint, as legal teams sought clearer ROI visibility and tighter control of token usage.
  • Client-driven pressure intensified, with board or C-suite pressure among corporate legal respondents rising to 47% from 18%.
  • AI review confidence strengthened, with 72% confident in AI for document review versus manual review, up from 53%.


Disclaimer: This news brief was created by Public Technologies (PUBT) using generative artificial intelligence. While PUBT strives to provide accurate and timely information, this AI-generated content is for informational purposes only and should not be interpreted as financial, investment, or legal advice. CS Disco Inc. published the original content used to generate this news brief via Business Wire (Ref. ID: 20260923427226) on September 23, 2026, and is solely responsible for the information contained therein.