Tag: enterprise-architecture
Legacy modernization with AI - why augmentation beats replacement
A 2022 vFunction and Wakefield Research survey found 79% of modernization efforts fail to deliver expected outcomes. AI augmentation offers a safer path for mid-size companies to modernize legacy systems by building intelligent capabilities on top of existing systems instead of expensive rip-and-replace approaches.
AI legacy integration - the 80% problem that kills projects
AI adoption hit the vast majority of organizations, yet only a handful have fully scaled. RAND Corporation research shows more than 80 percent of AI projects fail, and the gap traces back to legacy system integration. Data preparation alone consumes 50 to 70 percent of project effort. Here is how to bridge that gap without replacing your entire tech stack.