From Black Box to Blueprint: AI Observability Research

Omdia surveyed 500 IT leaders on what it takes to run AI in production

Where AI Observability Breaks Down

Most organizations can see their AI models in production. Far fewer can trace a decision back through the environment, dependencies, and data that produced it. Omdia surveyed 500 IT leaders across North America and the UK and found only 17% have a unified observability strategy spanning teams, infrastructure, and governance. This report maps where coverage breaks down across the AI lifecycle, what buyers weigh when selecting a partner, and which costs they fear most. Commissioned by Anaconda and distributed under license from Informa TechTarget, Inc.

Learn how to:

  1. Benchmark your observability maturity against 500 IT leaders
  2. Find the lifecycle stages where your visibility drops off
  3. Weigh the integration costs buyers rank above license price
  4. Build the executive case for observability investment
  5. Compare how peers evaluate and select observability partners

Download the Research