Clean data prevents AI strategy failures

48% of enterprises cite data issues as the top AI adoption challenge, per NVIDIA's 2026 State of AI report. Most AI programs fail due to fragmented, inconsistent, and poorly governed data, not the model. Clean, structured data yields better results at lower cost and addresses explainability requirements.