CONTRACT LIFECYCLE MANAGEMENT (CLM)
The Rise of AI-Powered Contract Lifecycle Management Platforms
How agentic AI, no-code embedding, and prior-deal learning are resetting what in-house legal teams expect from CLM vendors
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The Adoption Window Has Opened
Contract lifecycle management has moved past the pilot stage. A 2026 survey of 1,151 legal professionals across 10 countries, published by DreamLegal research on November 25, 2025, found that 78 percent of respondents are ready to adopt CLM tools to address compliance pressure and operational inefficiency. That figure describes an active purchase cycle, not a future intention. In-house teams have shifted from evaluating whether AI belongs in contracting to deciding which platform to deploy, which shortens the sales window for vendors that are ready and exposes those that are not.
Three developments announced on August 21, 2026 illustrate where the category is heading: no-code CLM embedded directly in systems of record, agentic AI replacing static workflow automation, and prior-deal learning as a way to generate templates from a firm's own transaction history. Each has direct implications for how general counsel evaluate vendors and how vendors need to position their roadmaps.
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