Here are seven application modernization trends defining enterprise IT strategy in 2026, based on what we're seeing across customer engagements.

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Seven key trends are reshaping enterprise application modernization in 2026: AI readiness is driving modernization urgency as organizations need modern architectures to enable AI capabilities; AI-assisted tools are accelerating modernization workflows through hybrid deterministic and generative approaches; the skills gap for legacy systems continues worsening as mainframe experts retire; deep system understanding is recognized as foundational before any transformation; agentic AI represents new hype requiring careful evaluation; tighter budgets demand demonstrable ROI over experimental pilots; and leading organizations are adopting a 'modernization factory' model treating modernization as ongoing capability rather than one-time projects. The common thread is organizations learning to separate practical execution from technology hype.

Application modernization trends: 7 trends reshaping 2026

4. Understanding as the foundation for all modernization