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Practical perspectives on AI strategy, adoption, and operations for mid-sized companies from PX Consulting.
How to measure ROI of generative AI: start with the problem, not the tool
Most companies trying to measure the ROI of generative AI are stuck before they start. Not because the math is hard, but because they asked the wrong question.
Read moreWill AI replace jobs? Why augmentation beats automation for mid-sized companies
AI replaces tasks far more often than it replaces whole jobs. The mid-sized companies that design for augmentation, not replacement, are the ones that capture the value.
Read moreCulture is the multiplier for AI adoption
AI adoption does not fail because teams cannot access tools. It fails when people do not trust the workflow, do not see the value, or do not change how they work.
Read moreAI implementation ROI for mid-market firms: why pilot criteria matter
AI implementation ROI is hard to prove when teams launch broad initiatives without clear success criteria. The better path is to define the pilot as a pass-or-fail business test.
Read moreAI workflow automation for mid-market firms: why pilots should come first
AI workflow automation can save time fast, but buying too broadly too soon usually creates more noise than value. The better move is to pilot one workflow and prove the result.
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