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Why companies are shifting toward private AI models

A recent Forrester analysis predicts that private AI models will generate 70% of AI revenue in five years, as enterprises seek to leverage proprietary data while maintaining security. Companies are shifting toward hybrid models, balancing public access with private capabilities to enhance customer value and address unique business needs effectively.

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Building Value From the Base Up

Partnerships at all levels of sustainable supply chains can generate significant value. Companies like ETS, Paccari, and AAK have demonstrated that addressing supplier challenges and treating them like customers enhances productivity and fosters ethical practices. This approach not only improves financial outcomes but also builds trust and community engagement, creating competitive advantages.

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ETS CIO on competing with AI startups ‘running with scissors’

Steve Santana, CIO of Educational Testing Service (ETS), emphasizes the necessity of AI adoption for companies to remain competitive, despite associated security concerns. Santana believes that AI will enhance customer experiences and reshape cybersecurity approaches. He advocates for building trust while leveraging AI technology to scale test distribution and improve operational efficiency.

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The AI infrastructure bottleneck is becoming a CIO problem

The AI industry’s infrastructure expansion faces significant challenges, including delays in data center construction and increased power demand. Major technology firms are investing heavily, yet operational capacity struggles to keep pace with growth. This disparity may lead to higher costs and uneven access, prompting CIOs to reassess their AI deployment strategies.

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How Much Is That Display in the Window?

A study by INSEAD’s Abhishek Borah reveals that product positioning in window displays significantly influences shoppers’ price perceptions based on their movement direction. Retailers can leverage this insight for pricing strategies and enhancing perceived value, as spatial cues impact willingness to pay, especially when shoppers are not rushed.

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Lawyer presenting argument in courtroom with judge, defense, and plaintiff in AI hiring discrimination case

AI on trial: The Workday case that CIOs can’t ignore

The case Mobley v. Workday Inc. involves 14,000 participants claiming age discrimination by AI hiring systems. It questions the liability of AI vendors versus customers under antidiscrimination laws. Methodological disputes on bias detection arise, highlighting the complexities of bias audits. The case emphasizes the need for independent oversight of AI hiring practices.

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Where CIOs get stuck rebuilding the enterprise: What ‘Rewired’ reveals

Recent executive changes at major companies highlight a critical need for leadership to adapt to AI advancements. “Rewired” emphasizes that competitive advantage now lies in reimagining business processes with AI integration. CIOs and CEOs must collaborate, evolving their roles to ensure successful transformation and sustainable growth in this rapidly changing landscape.

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As AI makes projects harder to track, will CIOs need new controls?

AI is transforming project workflows, complicating tracking and governance for CIOs who lack visibility from inception. As AI becomes embedded in business processes, traditional project management models fail to align. Governance must encourage innovation while ensuring accountability, requiring CIOs to shift focus from delivery to stewardship and responsible oversight.

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Leading Organisational Change Without a Roadmap

A case study of a pharmaceutical company, Pharma Global, illustrates how leadership can navigate organizational transformation without a clear plan. The executives shifted their mindset to embrace uncertainty, empower employees, and redefine their roles as enablers rather than controllers. This approach allowed the company to move forward confidently, fostering a culture of adaptability.

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The New Blueprint for Competing in A Fractured World

The evolving global business landscape, marked by geopolitical tensions and shifting regulations, necessitates a redesign of multinational strategies. Companies must prioritize resilience through decentralized structures, adapting operations to local markets, and investing in geopolitical risk management. Traditional exit and relocation strategies have transformed to emphasize compliance and political adaptability in a fractured world.

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The key role of dynamic talent allocation in shaping the future of work

As companies emerge from the COVID-19 pandemic, they are realizing that talent management has become even more urgent. Given the disruptions to so many business models, organizations are grappling with how to make hybrid teams function better , which new skills are needed, and what the workforce of the future will look like more broadly.

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Four professionals discussing AI roadmap and business challenges around a conference table with laptops, charts, and whiteboard notes

The power of CIO networking in the competitive AI world

CIOs leading AI adoption face pressure for immediate results, as 81% of executives anticipate over a year for meaningful returns. Networking with peers is crucial for navigating data governance, vendor selection, and ethical implications of AI. Collaborating with fellow CIOs enhances strategy, fosters innovation, and ensures safer implementation of AI technologies.

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Outsourcing contracts weren’t built for AI. CIOs are renegotiating now

Outsourcing providers claim significant productivity gains from AI, yet actual implementation is often challenging due to outdated contractual models. CIOs are re-evaluating outsourcing strategies, transitioning to outcome-based pricing, and addressing new risks associated with AI. This shift necessitates updated contracts and increased CIO involvement in negotiations to ensure appropriate governance and value alignment.

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Team discussing AI strategy roadmap in modern office meeting room

Why CIOs see AI projects stall: Speed without structure kills scale

Organizations face high failure rates in AI projects due to a rush to implement without foundational elements. CIOs must prioritize strategy, alignment on business problems, and ensure governance to avoid stalled value from pilots. Success relies on data maturity, a strong data leader, and a disciplined approach to experimentation and risk management.

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