Your AI Strategy Is Stuck Behind Your Application-Centric Architecture

For the last two decades, the application was the center of gravity in the enterprise. It owned the data, decided where it lived, and controlled who got to use it. Entire categories of tooling—ETL, MDM, and BI—exist for no reason other than to paper over the fragmentation that architecture left behind. No longer.

AI broke that architecture. AI requires the broad, cross-system view of data—in real time—grounded in what is actually true across the business. The value is no longer in any single application. It resides inside the data those applications generate, and within the context that connects it.

Figure 1: The old world of application-centric architecture is over; data is now the center of gravity.

In a few short years, we’ve gone from a world where data was trapped in application silos to one where AI demands it be accessible. In short: Data is the center of gravity; agents and infrastructure must follow.

The Enterprise Data Cloud (EDC) architecture is the answer to this fundamental shift. It is the only operating model that will scale in a data-centric world. The Everpure Platform enables this architecture through:

A Unified Data Plane that brings together all of your data from across your estate—every protocol, location, and workload
An Intelligent Control Plane that governs data and automates actions through policy, not manual effort
Universal data intelligence that provides context on all your data, helping you not only manage and store your data, but also understand it

Figure 2: Everpure Platform diagram.

Here’s how we’re innovating across these three areas:

Unified Data Plane: One foundation for every workload

A data-centric world requires a unified data foundation to tackle the needs of all your workloads, from archive to AI. That’s only possible if the foundation flexes on performance, protocols, and workload placement without forcing another copy.

Better performance on the same hardware

The FlashArray//XL190 is the top of the FlashArray™ line, built to consolidate the most demanding mission-critical workloads onto a single high-performance array so you can run more workloads without trading away resilience. Purity Turbo, available through a simple software upgrade, extends that headroom further. It unlocks a higher performance ceiling on the same array so it can, as an example, sustain heavy data-protection traffic alongside production without robbing either one.

Consolidate mixed production and data-protection workloads on one array without performance degradation.
Absorb read bursts and backup spikes inside your existing SLA, so you keep headroom without oversizing infrastructure.

Performance on demand, delivered as a service

It’s no secret the AI demand from hyperscalers has driven an unprecedented supply chain crisis for hardware components. To help customers through this extreme volatility, Evergreen//One™ is delivering performance on demand:

Experience cloud-like “burst capacity” with the ability to exceed your performance SLA using a pre-deployed buffer, and pay once for the full 24-hour window.
Pay for what you actually use with flexible commits that adjust to demand, so growth never waits on a procurement cycle.

The industry’s highest throughput for AI

FlashBlade//EXA™ is now the highest-throughput system in the industry for AI, earning the number one result on SPECstorage, the toughest test for image-heavy AI workloads under real application-style load. GPUs are the most expensive thing in your AI budget, and the fastest way to waste that spend is to leave them idle waiting on data. FlashBlade//EXA keeps them working, so the infrastructure you’ve already paid for actually earns its keep.

Protect your GPU investment with up to 616,129MB/s of sustained throughput, so you get more useful compute out of every dollar you’ve spent on them.
Run more AI at once with the ability to run over 7,200 concurrent AI jobs in a single system, sustained under intense, application-style load.

Intelligent Control Plane: Govern and automate at fleet scale

A broader data foundation raises the bar for control. Managing each array manually does not scale, and it does not move at the speed the business expects. The answer is the EDC operating model that runs the whole estate as one fleet—a set of Everpure-managed arrays—where policies follow the data and automation does the heavy lifting.

Autonomous, policy-driven fleet management

Everpure Fusion™ allows you to manage your entire fleet as a single entity no matter how many arrays you have. This year, we’re making Everpure Fusion even more powerful so you can free up IT resources for more complex work.

Everpure Fusion compliance and remediation keeps you audit-ready by flagging policy drifts so you stay compliant without the constant fire drills.
Everpure Fusion workload rebalance and mobility allows you to manage your entire fleet as a single system, rebalancing workloads and capacity automatically against policies you set.

AI-powered remediation

We debuted Pure1® AI Copilot last year to act as a force multiplier for storage admins, delivering personalized insights through a conversational interface. Now, we’re enhancing its capabilities in a big way to deliver true, intelligent automation.

Pure1 AI Copilot agentic performance triage and remediation helps you:

Pinpoint the root cause of a performance issue in minutes instead of hours, as Pure1 AI Copilot investigates across the fleet on your behalf.
Resolve routine performance problems with guided or automated remediation, so your team spends its time on the work that actually needs a human.

The Intelligent Control Plane blog post walks through the full Everpure Fusion, Pure1 AI Copilot, and Pure1 feature set.

Universal data intelligence: Understand the data

Storing and governing data is necessary, but it is not enough for AI. The hardest problem is understanding the data: knowing what you have, what it means, and whether it can be trusted, wherever it lives. AI requires all of this to be useful.

Shift from finding data to understanding it

Raw data tells you what exists; semantics tell you what it means and how it relates to everything else. Everpure™ Data Intelligence (formerly 1touch) adds contextual data intelligence to your data, grounding AI in a real enterprise context.

Discover data continuously across your environment, including sources beyond Everpure, so nothing critical stays invisible to the business.
Classify and enrich that data with AI-driven semantics, so sensitive, valuable, and AI-relevant data is understood in context rather than just inventoried.
Trust what AI produces because it’s grounded in a semantic map of your enterprise data rather than guesswork.

Figure 3: Everpure delivers for customers at any stage of their AI-ready journey.

Turn understanding into AI-ready data

Once your data has been understood, it can be put to work. We’re excited to announce the availability of Everpure™ Data Stream, built on NVIDIA’s AI Data Platform reference design, which turns the data you already understand into AI-ready, governed context that any AI/ML application can call.

Optimize entire data pipelines anywhere and transform raw enterprise data into AI-ready data through automated ingestion and vectorization in minutes versus weeks or months.
Infer knowledge using trained AI/ML models from your enterprise data for agentic use cases across your organization.

The deeper universal data intelligence blog goes inside Everpure Data Intelligence and features delivering enterprise understanding for AI workloads.

Turn the EDC vision into reality

You’re probably thinking: This all sounds great, but how do I move my organization toward an Enterprise Data Cloud architecture? We have the answer.

The EDC Success Blueprint provides a structured, prioritized path to build and mature your Enterprise Data Cloud, with clear next steps based on your current environment.

Assess risk and readiness, so your teams know where to start.
Advance through guides and workshops with measurable milestones, so progress is prescriptive instead of ad hoc.
Accelerate with Everpure and partner services, so you can move faster from architecture to operating reality.

Figure 4: Benefits delivered by the EDC Success Blueprint.

It’s a proven methodology that takes the guesswork out of building an EDC, ensuring you can evolve your architecture with confidence.

One platform for all your data

The shift from applications to data is already underway. The good news is that you already own your differentiating strategic advantage: your data. What you need is a way to unlock its value. That’s why you choose Everpure.

The enterprises that thrive in this new world will be the ones whose data is stored, governed, and understood as a single system, ready for whatever they ask of it next. That’s what the Enterprise Data Cloud delivers. That’s what Everpure is here to do.