Inconsistent output, architecture drift and limited auditability are pushing enterprises toward AI approaches that combine speed with strong oversight. The shift reflects the demands of mission critical systems and the need for transparent, reliable modernization at scale. Gerhardt Scriven and Maikon Lucian Lenz explain why fully autonomous AI agents often fall short in complex environments and how a blended, governed model is helping organizations modernize with greater consistency and confidence in our latest article 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 𝗶𝗻 𝗠𝗮𝗶𝗻𝗳𝗿𝗮𝗺𝗲 𝗠𝗼𝗱𝗲𝗿𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻. 𝗥𝗲𝗮𝗱 𝘁𝗵𝗲 𝗳𝘂𝗹𝗹 𝗮𝗿𝘁𝗶𝗰𝗹𝗲 to see how a strategic approach to AI can transform your modernization roadmap: https://okt.to/p6vZqB
