Sponsored report: Weak enterprise knowledge stalls most AI agent projects

Key points

• Survey of 300 data, AI, and technology executives found only about 34% of agentic AI projects reach production.
• Production leaders, averaging 61% of projects past pilot, reportedly have stronger knowledge capabilities, especially around semantics.
• Data fragmentation was the top challenge to expanding agent knowledge access, cited by 55% of respondents.
• Investment priorities include ingestion pipelines, AI-ready APIs, retrieval-augmented generation, evaluation agents, and knowledge graphs.

Why it matters for marketers: Content and data teams should audit how organizational data is shared and structured before scaling agent deployments, since knowledge gaps appear to block production.