As 2025 unfolds, 62% of companies are increasing their AI investments, with a clear shift from experimentation to production deployment. Yet behind every impressive AI agent demonstration lies an engineering story that’s more complex and critical than ever before. The focus has shifted from simply implementing AI to optimizing its performance and maximizing its value, with over 70% of organizations already seeing ROI from generative AI.
