AI strategy

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Apple’s Ternus Era Begins as Nvidia Bets on the Whole AI Stack

Ternus era began at Apple on 1 September 2026, and it began in the same week that Nvidia agreed to spend $12.93 billion buying the world’s largest open model hub. Two of the most valuable companies on earth answered the same question — how do you win artificial intelligence? — and gave opposite answers within […]

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Strategic Fit — Not Market Share — Separates Winners in AI, Study Shows

A California Management Review study tracking ChatGPT, Gemini and Claude from 2023 to 2025 finds the AI assistant market is not zero-sum: major launches grow the whole market, and the real test of success is strategic fit — whether a firm’s position matches its structural strengths — not its rank on the market-share table. Here is what the three winning positions are and how to apply the same logic to your own AI decisions.

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Microsoft Copilot vs Custom AI Assistant: Which Is Better for Your Business?

Microsoft Copilot and a custom AI assistant are not rivals for the same job — one is a £13.80-a-seat licence inside Office, the other is software built around your data, your customers and your process. This guide puts verified UK figures on both: Copilot’s real pricing and the measured government trial results, what a custom build actually costs at £1,100 a day, a 50-person worked example run down both routes over three years, the hybrid pattern that uses each for what it is best at, and a five-question decision framework that settles the choice for most businesses in an afternoon.

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AI Vendor Lock-In: Essential Exit Plan to Avoid Risk

AI vendor lock-in is the bill that arrives eighteen months after a successful pilot. This guide breaks dependency into five distinct types — model, data, workflow, integration and commercial — explains why AI switching costs behave differently from classic software migrations, sets out the contract clauses that cap your exposure at signature, covers the architecture decisions that keep switching cheap, and gives you a four-page exit plan you can write in a day and rehearse once a year.

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AI Workforce Transformation: Why Redesigning Work Beats Reducing Headcount

AI Workforce Transformation: Why Redesigning Work Beats Reducing Headcount

AI Workforce Transformation is becoming one of the most important strategic initiatives facing modern organizations. As artificial intelligence capabilities expand across software engineering, customer support, finance, operations, marketing, cybersecurity, and enterprise automation, many executives continue making one fundamental mistake—they introduce AI primarily as a cost-cutting tool rather than as an opportunity to redesign how work […]

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AI PoC: When and Why to Build an AI Proof of Concept

AI PoC: When and Why to Build an AI Proof of Concept

Artificial intelligence has rapidly evolved from an emerging technology into a strategic business capability.Artificial intelligence has rapidly evolved from an emerging technology into a strategic business capability. Learn more about enterprise AI capabilities from Microsoft AI. Organizations across healthcare, finance, manufacturing, retail, education, logistics, and professional services are investing heavily in AI to automate operations, […]

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