Building an AI-Ready Business: The Infrastructure and Data Trends Shaping 2026

Businesses are entering a new phase of digital transformation—one defined by AI-driven operations, data-centric decision-making and increasingly complex technology environments.

Modernization today is no longer simply about replacing aging systems. It is about building a secure, scalable foundation that helps organizations move faster, use data more effectively and adapt as business needs change.

Our two ebooks with Dell Technologies, “Accelerating AI-Ready Digital Transformation for Business” and “2026 Data Storage Trends,” explore the infrastructure, storage and cybersecurity priorities that will shape business technology strategies in the year ahead. 

The Business Modernization Imperative

AI, analytics and automation are creating new opportunities for growth, efficiency and innovation. But many organizations are still operating with fragmented systems and legacy infrastructure that cannot support the performance, capacity and security requirements of modern workloads.

Aging environments can introduce performance bottlenecks, security vulnerabilities and higher operating costs. At the same time, complete system replacements can be disruptive, expensive and difficult to align with immediate business priorities.

An incremental modernization strategy gives businesses a more practical path forward. By addressing the most pressing risks and constraints first, organizations can steadily build an environment that supports AI workloads, real-time analytics, distributed operations and long-term growth.

Data Becomes the Foundation for AI

AI is changing how businesses design their technology environments. High-performance compute is important, but AI outcomes depend just as heavily on fast, secure access to trusted data.

Retrieval-augmented generation, model training and inference all place greater demands on storage performance and data accessibility. As a result, storage is no longer a downstream consideration. It is becoming one of the first design decisions in building an AI-ready environment.

Businesses need storage architectures that can:

• Deliver low-latency access to large datasets
• Support structured and unstructured data
• Scale as AI and analytics workloads grow
• Maintain data integrity and governance
• Help control infrastructure and operational costs

The 2026 Data Storage Trends ebook explores the growing shift toward flash storage, end-to-end NVMe and high-performance architectures designed to support RAG workflows, automation and AI governance.

Cyber Resilience Moves Beyond Prevention

As businesses become more dependent on data, the impact of a cyberattack becomes more significant. Cybersecurity strategies must therefore move beyond prevention and prepare organizations to maintain or restore operations when an incident occurs.

A resilient environment is designed to detect threats early, isolate affected systems and recover quickly. Modern approaches can include immutable data protection, air-gapped recovery environments, AI-driven threat detection, continuous monitoring and automated response.

Storage is a critical part of that strategy. Immutable backups help preserve recoverable copies of data even if primary systems are compromised, while managed services can provide ongoing expertise and support for organizations facing limited internal resources.

For businesses, cyber resilience is not only a technology priority. It is essential to protecting revenue, customer trust and operational continuity.

Hybrid and Multicloud by Design

Hybrid and multicloud environments give businesses greater flexibility, but unmanaged adoption can also lead to rising costs, fragmented security and limited visibility.

The strongest strategies are intentional. Businesses need to determine where each workload and dataset should reside based on performance, security, compliance and cost—not simply default to one environment for everything.

A modern hybrid strategy should provide:

• Unified control across environments
• Consistent security and governance policies
• Workload portability
• Greater visibility into data and infrastructure
• The flexibility to use on-premises, cloud and edge resources where they provide the most value

As organizations evaluate the unintended consequences of rapid cloud adoption, some are also moving selected workloads back on-premises to regain control. The goal is not to move away from cloud, but to create a balanced operating model that supports business priorities across every environment.

Efficiency Becomes a Core Business Metric

Growing data volumes and AI workloads are increasing demand for power, space and cooling. That is changing how businesses evaluate infrastructure.

Performance and capacity remain essential, but organizations are also considering power-per-petabyte, physical footprint, energy consumption and long-term operating costs.

Flash technologies such as QLC and end-to-end NVMe can provide greater density, lower latency and improved power efficiency. These capabilities help businesses scale their data environments while limiting the cost and operational burden associated with traditional storage systems.

Efficiency is no longer simply an IT concern. It can directly influence budgets, sustainability goals and the organization’s ability to invest in future innovation.

The Red River + Dell Technologies Advantage

Technology alone is not enough. Successful modernization requires a strategy that connects infrastructure decisions to business priorities.

Red River and Dell Technologies help businesses:

• Modernize aging infrastructure
• Build AI-ready data environments
• Strengthen cybersecurity and recovery
• Simplify hybrid and multicloud operations
• Improve performance, efficiency and scalability

Dell Technologies provides modern platforms designed for high performance, data reduction, replication, automated failover and resilient operations. Red River brings the expertise and services needed to assess current environments, identify priorities and help organizations move from strategy to implementation.

Together, we help businesses turn IT modernization into a foundation for growth, agility and competitive advantage.

Prepare Your Business for What Comes Next

The businesses best positioned for the future will be those that invest now in AI-ready, data-centric and security-first infrastructure.

That does not mean adding more complexity. It means simplifying and consolidating technology around unified platforms that can support AI, cybersecurity and hybrid operations while adapting to changing business demands.