AI readiness

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Why AI projects fail before the model ever runs

AI readiness is often framed around models, technology and talent. In practice, it starts with something more fundamental: trusted data. Without clean, integrated and governed data, even the most sophisticated AI systems can produce unreliable results and erode confidence across the business. I often meet with data industry professionals and […] The post Why AI […]

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What leaders learn when AI meets reality

Most leaders do not have an AI problem. They have a readiness problem. In many small and midsized businesses, pilots are underway and use cases are defined. But when leaders step back and ask the harder question, “Is AI actually paying off?”, the answer is often less clear. This gap […] The post What leaders

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What leaders learn when AI meets reality

The global AI market feels more Orwellian than Dickensian these days, with headlines hitting our feed like AI contributed “basically zero” growth to US GDP (2025). This latest revelation represents a series of increasingly worrisome disappointments: 95% of GenAI pilots fail (MIT), Amazon’s Kiro agent sparks 13-hour outage by deleting […] The post What leaders

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Reviving the promise of AI with RAG, data and agentic

A quick search through headlines reveals a range of AI-related disappointments. Consider that 95% of GenAI pilots fail, according to MIT. Amazon’s Kiro agent recently sparked a 13-hour outage by deleting a production environment. And we can’t forget that the resource and energy strain from a new wave of AI […] The post Reviving the

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SAS and IDC reveal AI readiness report for small and midsize businesses

Small and midsize businesses (SMBs) around the world are investing in AI, but most are still early in their AI maturity journey. That’s one of the key takeaways from a new global study commissioned by SAS in collaboration with IDC.  The report, AI for SMBs: Closing the Readiness–Reality Gap, explores how SMBs are using AI today, […] The post SAS and

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