AI Ambitions at Risk as Only 14% of Enterprises Fully Realize Cloud Value, NTT DATA Study Finds

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Published March 27th, 2026 - 06:36 GMT

AI Ambitions at Risk as Only 14% of Enterprises Fully Realize Cloud Value, NTT DATA Study Finds

NTT DATA, a global leader in AI, digital business and technology services, today released its new report, Cloud-led innovation in the era of AI: The new rules for driving value with cloud, revealing that just 14% of organizations have reached the highest level of cloud maturity despite nearly two decades of cloud adoption.

Based on a global survey of more than 2,300 senior decision-makers across 33 countries, the findings highlight a paradox as cloud takes on a new and critical role as the execution layer of the AI operating model. While 99% of organizations say AI is increasing demand for cloud investment, 88% say current cloud investment levels are putting AI, cloud-native and modernization initiatives at risk.

Additionally, while cloud is seen as essential for innovation, fewer than half of organizations are satisfied with its impact or with their modernization progress, signaling a disconnect between ambition and reality as expectations rise.

Cloud leaders, or organizations that indicated they are “cloud evolved” — the most advanced in terms of cloud adoption and impact, with solid business performance – are significantly better positioned to capitalize on AI.

“AI is accelerating faster than enterprise cloud maturity,” said Charlie Li, President, Global Head of Cloud and Security, NTT DATA, Inc. “Cloud has moved well beyond infrastructure and is now the execution layer for AI. Organizations that fail to evolve their cloud foundations risk constraining the growth and value of their AI investments. Our clients who are succeeding are treating cloud as a value creator, not a technology initiative.”

Six imperatives for driving value with cloud in the era of AI

NTT DATA outlines six rules’ organizations must adopt to turn cloud into a strategic value engine:

1.    Cloud and AI strategies need to be developed in tandem: AI demand is rising, yet alignment is uneven. CAIOs are 22% more likely than CIOs and CTOs to say AI increases cloud investment needs. Additionally, AI is cited as the top cloud skills gap.

2.    Cloud architecture choices will make or break your success: With cloud deployment choices now directly influencing cloud outcomes, organizations are increasingly adopting a mix of public, private, hybrid and sovereign cloud models. Nearly all expect private cloud growth and sovereign cloud adoption is projected to grow 50% in two years.

3.    Reimagine how you drive business value with modern applications: Despite widespread agreement that cloud should drive innovation, half say legacy applications and data platforms are holding it back. Modernization is the top priority for the next two years.

4.    A platform-led approach is no longer optional: As investments stall and environments become more complex, more than half cite cloud cost management challenges and organizations expect a threefold increase in fully managed cloud platforms.

5.    Reset your cloud transformation KPIs: While AI is critical for helping organizations shift from technical to business metrics for cloud initiatives, adoption remains uneven. 47% of cloud leaders used AI in their last cloud migration project, compared with 35% of all others.

6.    Make cloud secure with a focus on the basics: Security is the top cloud investment priority, yet confidence remains uneven: 68% of leaders are highly confident, versus 36% of all others. Leaders are also much more likely to define clear roles and responsibilities backed by regular audits, reinforcing the importance of the fundamentals as technology ecosystems grow more complex.

Background Information

NTT DATA

NTT DATA drives innovation – from advisory and implementation, to managed services and beyond, continuously enhances SAP solutions to make them work for companies – and for their people. Aiming to help companies to transform, grow and become more successful, NTT DATA connects with a more than in-depth expertise for SAP solutions its clients´ business opportunities with the latest technologies – individually and across all business areas. As part of the NTT DATA group and as a global strategic partner of SAP, with close ties to other partners, NTT DATA gives clients and prospects access to innovative solutions and developments and thus makes an important contribution to innovation and long-term business success. NTT DATA employs more than 15,000 people in more than 30 countries.

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