Don't let AI enthusiasm lock you into outdated infrastructure

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AI is exposing a weakness that cloud, digital transformation and even cyber never quite surfaced. The truth is, many organizations are still architecting like it’s the 90s, with full-stack buying, monolithic estates and hardware‑centric thinking.

But it's not the 90s anymore and, while we might not have the flying cars or self-lacing Nike’s we ambitiously anticipated, our IT infrastructure demands have changed significantly with the rise of AI. The problem is, our buying habits have not.

At this early stage in the tech buying cycle, organizations must not let optimism outpace their judgement.

Decisions made today will define capabilities for the next decade and our instinct to buy comprehensively with a trusted vendor is incompatible with how we should be architecting for new AI technologies.

It is this fundamental misalignment which has created the AI infrastructure trap.

Full‑stack simplicity versus architectural freedom

Enterprise infrastructure has been shaped, over decades, by...

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