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The End of Data Infrastructure as We Know It. And That’s a Good Thing.

Jay Subramanian Jay Subramanian
GM of Core Storage Platforms, Hitachi Vantara

November 18, 2025


Enterprise data infrastructure is reaching an inflection point. The traditional approach — building for predictability, optimizing for stability — no longer matches how organizations actually operate. Companies are inundated with data that now comes from and lives everywhere: on-premises systems, multiple clouds, edge environments, and partner and industry ecosystems. Workloads shift daily. The demands of AI and critical applications are dynamic and ever-changing, consuming information across your entire data estate. The infrastructure playbook that worked for the past decade, and the guidance and costs that accompanied it, will not be sufficient for the next one.

This creates a strategic choice for IT leaders: Continue building reactive infrastructure that responds to each new demand as it emerges — in linear fashion, without awareness of changing workload behavior — or build modern, adaptive infrastructure that anticipates change as a constant. Reactive infrastructure fights against complexity. Adaptive infrastructure turns it into a core business competency, providing a combination of simplicity, security, and sustainability that creates competitive advantage.

That shift, from fighting complexity to orchestrating it, requires rethinking how infrastructure is designed, deployed, and managed. It means moving from systems built for specific workloads to platforms built for any workload. From point solutions to unified, AI-automated operations. From infrastructure that resists change, to infrastructure that enables it.

Time to Rewrite the Data Infrastructure Playbook

The patterns are clear. Infrastructure complexity isn’t decreasing, it’s accelerating. Modern workloads are dynamic by nature. Hybrid architectures that seamlessly bridge the data center and public cloud are now the standard, not the exception. Data governance requirements are tightening across industries and geographies, while the distribution of data across boundaries and ecosystems is expanding.

Organizations that treat this as a problem to solve, by adding more tools, more oversight, and more process, will spend the coming years fighting their own infrastructure. Organizations that treat it as a design constraint will build systems where complexity creates capability rather than friction.

This requires infrastructure that doesn’t just store data but that makes it useful across any application or environment. That doesn’t just protect data against threats but enables broader access without risk. That doesn’t just scale when needed but anticipates what “needed” means today, tomorrow, and beyond. In other words, infrastructure that’s built to last.

Turning a Momentary Disruption Into a Moment of Reimagination

Hitachi Vantara has spent the past few years building toward this adaptive data infrastructure model. Hitachi Virtual Storage Platform One (VSP One) brought block, file, object, and software-defined storage together across hybrid cloud environments, delivering a return on investment that Forrester Consulting recently estimated to be 285%. And Hitachi VSP 360 delivered unified management, observability, orchestration, and governance through a single control plane across your entire data estate. Together, they create the foundation for data infrastructure that simplifies and adapts to complexity rather than amplifying it.

Now, the addition of Virtual Storage Platform One Block High End (VSP One Block High End) completes that foundation. It extends adaptive infrastructure capabilities to the most demanding enterprise application workloads, supporting both open systems and mainframe digital core storage for environments where performance, security, and resilience are paramount and failure isn’t an option.

All told, VSP One takes what may seem like a time of disruption and turns it into an opportunity for reimagining what data infrastructure can be in the face of it. It’s a signal that the future of data infrastructure isn’t about surviving complexity and scaling for massive data growth. It’s about harnessing it all to unlock new possibilities, drive innovation, and lead with confidence.

The AI Era Meets its On-Prem Storage Match

Adaptive infrastructure starts with a foundation that can handle whatever comes next. That requires performance that scales without degradation, resilience that withstands any failure mode, and flexibility that accommodates workloads that don’t yet exist.

VSP One Block High End is engineered for these requirements. It delivers all-flash NVMe performance for faster transaction processing and to support mission-critical applications and large, complex AI workloads and datasets. For organizations consolidating arrays, building AI infrastructure, or managing hybrid cloud costs, it provides the ability to scale efficiently and reliably while driving sustainability and reducing total cost of ownership.

But the specifications — support for up to 50M IOPS, sub-millisecond latency, 99.999999% data availability, and ultra-high-capacity flash media — exist in service of a larger goal: Enabling organizations to make infrastructure decisions once that support business needs for years to come.

These capabilities work together to support what organizations need as they grow and modernize to meet the demands of the AI era. Consolidating arrays and migrating data without performance trade-offs, building highly resilient, secure private AI infrastructure that scales as models evolve, and managing hybrid cloud costs without sacrificing flexibility.

Infrastructure Decisions Have Long Tails. Plan Accordingly.

The infrastructure decisions that organizations build on in the next 12 months will determine competitive positioning for years to come. Not because technology cycles are accelerating (and they’ve always been fast). But because adaptive infrastructure enables compounding advantages and innovations that reactive infrastructure cannot hope to match.

Organizations that build for adaptability will move faster when opportunities emerge, absorb disruption more easily when markets shift, and deploy new capabilities while competitors are still planning them. The infrastructure foundation matters because everything else builds on it.

That’s the strategic choice facing IT leaders today: Build reactive data infrastructure that resists complexity or infrastructure that easily adapts to complex data paradigms creating competitive advantage. Investment can be made in pursuit of either path. The question is which one your organization will choose.

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Jay Subramanian

Jay Subramanian

Jay Subramanian is General Manager, Core Storage Platform, at Hitachi Vantara