Raktim Singh

Home Enterprise AI & Digital Transformation — Insights, Models & Strategy

Enterprise AI & Digital Transformation — Insights, Models & Strategy

Forward-Deployed AI Engineering Forward-Deployed AI Engineering is emerging as the missing link between enterprise AI ambition and enterprise AI reality. Across industries, …

The uncomfortable truth: most enterprise AI “failures” are change failures Continuous recomposition is quickly becoming one of the most important—and least discussed—capabilities …

The Human–Agent Ratio The next great productivity metric in enterprise technology is not about software adoption or model accuracy—it is about the …

Intelligence Supply Chain The operating model that turns agents, copilots, and AI services into repeatable business capability—without runaway cost or risk. AI …

The uncomfortable truth: Most “AI adoption” failures are experience failures Enterprises are investing in powerful AI models—then wondering why adoption stalls after …

The Autonomy SRE Enterprise AI is crossing a line that traditional IT operating models were never designed for. When AI only answered …

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