According to The Next Platform, organizations that prepare their data specifically for artificial intelligence applications gain a competitive edge over those relying on conventionally structured data. The article suggests that AI-ready data—properly formatted, cleaned, and organized for machine learning models—represents a more significant advantage than the AI technology itself. This approach addresses a critical infrastructure challenge as enterprises increasingly deploy AI systems across their operations.