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95% of Enterprises Have Delayed AI Projects as Infrastructure Limitations Spark “The Great AI Re-Architecture,” New Cloudera Report Finds

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Cloudera, the only company bringing AI to data anywhere, today released its latest global survey, The Great AI Re-Architecture, revealing a fundamental shift in enterprise IT as organizations redesign their data architectures to meet the demands of AI. Based on responses from 1,500 Enterprise Architects, Cloud Infrastructure Leads, and Data Architects worldwide, the report finds that while AI adoption has become mainstream, legacy data architectures are increasingly limiting organizations’ ability to scale AI securely, efficiently, and cost-effectively.

The findings point to a fundamental shift in enterprise IT architecture. While 77% of organizations are actively using AI, nearly all (95%) have delayed or canceled AI initiatives over the past year because of data governance, compliance, or regulatory challenges. To overcome these challenges, 72% say their current data architecture requires a significant overhaul to meet future AI requirements, suggesting today’s infrastructure was not built for the demands of modern AI.

Together, these findings highlight what Cloudera calls “The Great AI Re-Architecture”—the mass transition from legacy data architectures toward hybrid environments that enable organizations to bring trusted AI to trusted data, wherever it resides.

“This current era of AI is forcing organizations to rethink the foundations of their technology infrastructure,” said Sergio Gago, Chief Technology Officer at Cloudera. “Many enterprises are discovering that the architectures built for traditional analytics weren’t designed for the scale, governance, and flexibility AI demands today. Success will depend on building a data foundation that gives organizations the freedom to run AI wherever it makes the most sense, without compromising control or security.”

AI Is Driving an Enterprise Infrastructure Reset

AI has moved well beyond isolated pilot projects and is now embedded across enterprise operations. As organizations expand AI across the business, they’re placing mounting pressure on infrastructure that was never designed for AI at scale.

Three-quarters (75%) of respondents say AI integrations have changed their organization’s data storage and architecture practices, while 84% report increased infrastructure costs driven by AI workloads. Together, these findings suggest organizations are rethinking not only where data lives, but how it is managed, governed, and delivered to AI systems.

Governance Is Critical Infrastructure

As organizations scale AI, governance is becoming foundational to enterprise AI success. Earlier this year, Cloudera’s Data Readiness Index found that 75% of organizations said AI is exposing the limitations of their legacy governance processes. This latest research suggests those challenges are only intensifying as AI adoption grows.

Nearly three-quarters (73%) of respondents say AI has made data governance more complex, and more than half (55%) report delaying or canceling more than six AI projects over the past 12 months due to governance, compliance, or regulatory challenges.

The challenge is compounded by increasingly distributed data. Nearly every respondent (97%) reports moving data between environments at least monthly, making consistent governance across cloud, private cloud, on-premises, and edge environments essential for scaling AI securely.

Hybrid Architectures Become the New Enterprise Standard

Organizations are increasingly adopting hybrid architectures to balance performance, governance, cost, and flexibility, all of which are critical to modern AI success.

Two-thirds (66%) of respondents say they have moved AI workloads from public cloud environments back to private cloud or on-premises infrastructure during the past year, signaling a broader shift toward hybrid architectures that allow organizations to run AI workloads where they perform best.

Looking ahead, organizations are investing across cloud, on-premises, edge, and hybrid environments rather than relying on a single deployment model. One-quarter (25%) say they plan to prioritize a hybrid-first architecture over the next two years, reinforcing that the future of enterprise AI will be defined, in part, by flexibility rather than a single infrastructure strategy.

The Future of Enterprise AI Depends on Hybrid Data Architectures

AI adoption is no longer the differentiator; AI optimization is. Organizations that modernize their data architectures to govern data consistently and run AI wherever it makes the most sense will be well positioned to deliver scalable, secure AI and lasting business value.

As these themes take center stage at Cloudera EVOLVE Singapore next week, read the full report to learn how organizations are preparing their data foundations for enterprise AI.

Methodology

The survey, commissioned by Cloudera and fielded by Wakefield Research (www.wakefieldresearch.com) among 1,500 Enterprise Architects, Cloud Infrastructure Leads, and Data Architects at companies with a minimum size requirement of 1,000 employees in all markets except Spain, Singapore, and South Africa, for which the company size minimum is 250 employees. The research was conducted in 3 Regions and 9 markets: Americas (U.S. (n600), Canada (n100), Brazil (n100)), EMEA (South Africa (n100), Spain (n100), U.K. (n200)), and APAC (Singapore (n100), India (n100), Japan (n100)) between June 5th and June 22nd, 2026, using an email invitation and an online survey.      

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NetApp to Showcase AI-Ready Data Infrastructure as CEO George Kurian Takes the Stage at Ai Everything Abu Dhabi 2026

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NetApp® (NASDAQ: NTAP), the Intelligent Data Infrastructure company, will exhibit at Ai Everything Abu Dhabi 2026, taking place on October 6 and 7 at ADNEC Centre in Abu Dhabi. The event will also feature George Kurian, Chief Executive Officer of NetApp, who will take part in a fireside chat on the Summit Stage titled, “Can AI Be Trusted? The New Architecture of Sovereign, Secure and Safe AI.” As AI moves from generating answers to taking action across the enterprise, Kurian will explore why trust must extend beyond the model to the data, infrastructure and systems AI can access, as well as the growing importance of security, data sovereignty and governance.

At the centre of NetApp’s presence will be the NetApp Platform, designed to provide enterprises an intelligent, connected, governed foundation that delivers zero-copy access to their data. Customers can quickly and confidently access, manage, and activate their data and be confident it is AI-ready and secure so they can take on the most demanding tasks and solve the most complex problems. In addition to being available on-premises, the NetApp Platform is natively embedded in the world’s largest public clouds. As organizations move AI initiatives from experimentation into production, having data that is accessible, governed and protected becomes increasingly important to scaling AI securely and efficiently.

“Abu Dhabi’s ambition to become an AI-native government reflects a broader shift we are seeing across the Middle East, where AI is rapidly moving from experimentation to large-scale deployment. But scaling AI is ultimately a data challenge. Organizations need trusted, secure and accessible data wherever it resides. The NetApp Platform provides the foundation customers need to build Intelligent Data Infrastructure that enables them to move from AI ambition to real business outcomes, securely and at scale.” said Suhail Hasanain, Senior Director and General Manager, MEA at NetApp

During the two-day event, NetApp’s regional and global experts will engage with industry leaders, partners and customers on building AI-ready infrastructure and addressing the data and infrastructure challenges that can prevent AI projects from progressing into production.

Visitors will have an opportunity to hear the latest developments from NetApp INSIGHT 2026 in Las Vegas, one of the company’s key events focused on tackling today’s biggest AI and technology challenges with intelligent data infrastructure.

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Optro Establishes UAE Hub to Support Rapid Transition to Agentic GRC Across the Middle East

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Optro, the leading AI-powered GRC Intelligence Platform, today announced its expansion into the United Arab Emirates (UAE), establishing Dubai as the company’s newest regional center. The move represents a major step forward in serving global GRC teams and providing localized support for its rapidly growing customer base across the Middle East and North Africa (MENA) region. The announcement was made at the 2026 CAE Conference in Abu Dhabi, United Arab Emirates.

The expansion comes at a historic inflection point for technology governance in the region. Under the “UAE Government 4.0” directive of the UAE National Strategy for Artificial Intelligence 2031, federal institutions are tasked with converting 50 percent of government sectors, services, and operations to autonomous Agentic AI models within a two-year timeline. As non-human agents gain authority to execute workflows, invoke APIs, and issue binding administrative decisions, enterprise and public-sector audit, risk, compliance, and infosec teams are facing unprecedented operational, cybersecurity, and regulatory complexities.

With strict regulatory frameworks taking shape, including Central Bank of the UAE (CBUAE) AI & ML Guidance, the UAE National AI Policy & Ethics guidelines, the Federal Personal Data Protection Law (PDPL), and Cybersecurity Council/NESA standards, demand is surging for connected, real-time approaches to audit, risk management, data sovereignty, and non-human access control. Optro is built specifically for this paradigm shift. By deploying agentic AI tailored to regional frameworks, Optro gives local practitioners an unmatched ability to execute continuous risk assessments, manage non-human access identities, and automate live compliance mapping against evolving UAE regulations.

“Enterprises and public sector organizations across the Middle East are setting a global benchmark for autonomous innovation,” said Raul Villar Jr., Chief Executive Officer at Optro. “However, deploying agentic AI at scale requires a corresponding evolution in control and assurance. By establishing our regional hub in the UAE, we are delivering the localized presence, partner network, and agentic GRC tools required to help organizations govern autonomous operations, protect data sovereignty, and turn regulatory compliance into a competitive advantage.”

“Internal Audit and GRC functions are playing an increasingly strategic role in helping organizations strengthen resilience, enhance governance, and respond to emerging risks,” said Fady Nader, EY MENA Risk Consulting Partner. “As organizations continue to embrace digital transformation and AI-enabled ways of working, there is a growing need for integrated assurance and timely risk insights. We are pleased to collaborate with Optro in supporting organizations across the region as they evolve their governance, risk and assurance capabilities and adapt to an increasingly dynamic business environment.”

“Our alliance with Optro reflects Deloitte’s commitment to helping clients modernize their control environments,” said James Smith, Controls Assurance Leader at Deloitte Middle East. “Optro’s investment in regional data hosting is another important step and demonstrates their long-term commitment to the region and we are proud to partner with them.”

Optro’s expansion into the UAE follows the company’s recent launch of its Asia-Pacific (APAC) regional hub in Singapore, announced at The Institute of Internal Auditors (IIA) International Conference in June. Earlier this year, Optro also acquired Midship — the premier AI-native autonomous controls testing solution — delivering highly governed, enterprise-grade AI agents to Optro’s customers and prospects, enabling Optro to rapidly scale across global innovation centers, helping risk, compliance, and audit teams modernize operations and navigate complex regulatory environments in real time.

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HID Enhances FARGO® DTC Printer Line to Help Organizations Issue Faster, More Secure ID Cards

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HID, a global leader in trusted identity solutions, is rolling out enhancements across its FARGO® DTC ID card printers, including the DTC1250e, DTC4500e and DTC1500 models, to help organizations issue secure, professional-quality ID cards faster, with less IT support and the ability to easily scale as needs evolve.

Organizations that issue ID cards — from schools and healthcare systems to government offices, corporate campuses and others — need printers that are easy to operate, produce consistently high-quality credentials and keep pace with growing security requirements. The latest enhancements address each of those priorities.

Built to Print: Faster, Sharper Output and Stronger Security

Speed and reliability are essential for high-volume credential issuance. Printing more cards in less time with fewer interruptions, these printers have been updated with newer, faster hardware and electronics platforms. Support for high-capacity ribbons also streamlines the issuance workflow and maintains high productivity, reducing reloads and lost time. For front-desk and HR staff who issue dozens of badges a day, this means shorter lines and less time waiting on a stalled print job.

“We’ve been at this for a long time. For more than three decades, organizations have trusted us to power their ID badging programs,” said Apryl Erickson, VP and Head of FARGO. “With thousands of printers in the field worldwide, we’re excited to build on that legacy by delivering enhanced solutions that provide greater value to our end users and support their mission-critical issuance processes.”

Card quality matters just as much as issuance speed. With 300 x 600 dpi resolution, an enhanced color profile and adjustable K-panel printing, organizations benefit from having professional-quality ID cards that look sharper, have crisper text, cleaner logos and more accurate color.

When an organization issues credentials, they need to enhance card security and safeguard cardholder data. As such, all DTC printers offer enhanced AES-256-GCM encryption and resin scramble data protection. On the DTC1500 and DTC4500e, a built-in, customizable watermark overlay adds a layer of security at no added cost.

Built to Last: Secure, Reliable, Sustainable Performance and Less Downtime

Reliable and sustainable, the enhancedDTC printers are backed by three-year product warranties, provide ongoing printer health monitoring and are specifically engineered for efficient energy use.

Organizations also need to keep operator maintenance low. An integrated diagnostic utility and Color Assist tool are now built directly into the printer driver, so common issues can be identified and resolved without a support call. An optional OLED SmartScreen on the DTC1250e further simplifies day-to-day operation, helping non-technical staff be productive from day one with no IT ticket required.

Built for More: Room to Grow Without Starting Over

Programs rarely remain static, and organizations need to scale as their needs grow without incurring the cost of new hardware. FARGO DTC printers offer field-upgradable dual-side printing and encoding options that let organizations start with what they need and add capabilities later, without having to buy new base hardware, as programs expand.

These upgrades build on more than 30 years of DTC printing expertise. The portfolio also integrates with HID’s broader ecosystem for access control and identity management, helping organizations expand their credentialing programs as needs evolve. The DTC1500 and DTC4500e are also compatible with FARGO Connect™, a secure, cloud-based card printing platform that provides real-time fleet visibility.

The enhanced DTC printer portfolio is commercially available now. Product availability for enhanced FARGO DTC1250e and DTC4500e printers is slated for late October/early November, varying by region. Enhanced FARGO DTC1500 units will follow later in Q4 2026. Building on these enhancements, HID plans to further expand the FARGO DTC portfolio later this year with a streamlined, single-sided printer designed for organizations with lower-volume issuance needs. It will not be available in the United States and Canada. It will be offered only in select regions outside these markets. The new model will bring the same reliability and ease of use while providing an accessible entry point into the broader FARGO portfolio.

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