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AI Exposes Hidden Technical Debt and IT Costs

Original: AI is a magnifying glass. It exposes every layer of complexity, every ounce of technical debt — and what your IT really

Commentators argue that artificial intelligence acts as a magnifying glass, revealing layers of complexity, accumulated technical debt and the true cost of IT in money and energy. The discussion frames FinOps and sustainability as central rather than secondary concerns in application modernisation, with calls to deploy AI where it genuinely helps people rather than simply adding new layers of overhead to legacy systems.

Why now: Growing concern that AI adoption surfaces the real cost and inefficiency of legacy IT systems

FinOpsAIapplication modernisation

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Evidence

• AI is a magnifying glass. It exposes every layer of complexity, every ounce of technical debt — and what your IT really costs in euros and kilowatt-hours. That's why FinOps and sustainability are no longer side topics in application modernisation. Put AI where it helps people… · machr · 2

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