When AI implementation actually pays back — and when it doesn't
The honest answer to the question every SME asks before signing the engagement letter: how do we know this will actually deliver ROI?
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Practical perspective from 25 years of mission-critical work and our growing AI implementation practice — written by the people who do the work.
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The honest answer to the question every SME asks before signing: how do we know this will deliver ROI? We've shipped enough AI agents to spot the patterns that work and the ones that don't. This deep-dive walks through both — the kinds of workflows that compound, and the kinds that look exciting but disappear after 3 months.
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The honest answer to the question every SME asks before signing the engagement letter: how do we know this will actually deliver ROI?
Most data centre RFPs spend 80% on capex and 20% on opex. We've been on the operations side for 25 years — here's what we'd ask instead.
The same engineering discipline that keeps Tier III data centres running applies more directly to AI agents than most realise. A field guide.
Five real-world examples from our maintenance fleet, illustrating why total cost of ownership beats sticker price every time.
A practical guide to running a 2-3 week AI workflow assessment that actually surfaces the right opportunities — without consultant fluff.
For hospital and medical-device IT teams responsible for keeping clinical applications online: the 10 cabling decisions that pay back over a decade.
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