--- description: Everpure debuts Data Intelligence and updates to the Enterprise Data Cloud, adding a semantic knowledge graph and Overdrive bursting. title: Everpure Introduces Data Intelligence and Enterprise Data Cloud Enhancements for AI Workloads image: https://www.storagereview.com/wp-content/uploads/2026/06/StorageReview-Everpure-2026-5.jpg --- [![Storage Review]()](https://storagereview.com/) --- [Facebook](https://www.facebook.com/@storagereview) [X (Twitter)](https://twitter.twitter.com/storagereview) [Instagram](https://www.instagram.com/storagereview/) [LinkedIn](https://www.linkedin.com/company/storagereview-com) [YouTube](https://www.youtube.com/user/storagereview?sub_confirmation=1) [Email](mailto:info@storagereview.com) [Spotify](https://open.spotify.com/show/1y6VnznABhHeOSMOmbDTz0) [Reddit](https://www.reddit.com/r/StorageReview/) [Discord](https://discord.gg/TwMHb4azdC) [RSS Feed](https://www.storagereview.com/rss.xml) [TikTok](https://www.tiktok.com/@storagereview) [Facebook](https://www.facebook.com/@storagereview) [X (Twitter)](https://twitter.com/storagereview) [Instagram](https://www.instagram.com/storagereview/) [LinkedIn](https://www.linkedin.com/company/storagereview-com) [YouTube](https://www.youtube.com/user/storagereview?sub_confirmation=1) [Email](mailto:info@storagereview.com) [Spotify](https://open.spotify.com/show/1y6VnznABhHeOSMOmbDTz0) [Reddit](https://www.reddit.com/r/StorageReview/) [Discord](https://discord.gg/TwMHb4azdC) [RSS Feed](https://www.storagereview.com/rss.xml) [TikTok](https://www.tiktok.com/@storagereview) [![StorageReview.com]()](https://www.storagereview.com) ≡ Menu - [Home](https://www.storagereview.com/) - [Storage Reviews](https://www.storagereview.com/review) - [End User Reviews](https://www.storagereview.com/consumer) - [Enterprise Reviews](https://www.storagereview.com/enterprise) - [Ubiquiti Reviews](https://www.storagereview.com/best/ubiquiti-reviews) - [SR Merch](https://store.storagereview.com) - [Leaderboards](https://www.storagereview.com/best) - [Best Storage Arrays](https://www.storagereview.com/best/storage-arrays) - [Best Enterprise SSDs](https://www.storagereview.com/best/enterprise-ssds) - [Best Servers](https://www.storagereview.com/best/servers) - [Best Enterprise GPUs](https://www.storagereview.com/best/enterprise-gpus) - [Best Desktops for Local AI](https://www.storagereview.com/best/desktops-local-ai) - [Best Laptops for Local AI](https://www.storagereview.com/best/laptops-local-ai) - [Best Local LLM Tools](https://www.storagereview.com/best/local-llm-tools) - [Agentic AI Hardware](https://www.storagereview.com/best/agentic-ai-hardware) - [Best SSDs & Hard Drives](https://www.storagereview.com/best_drives) - [Best Portable SSDs](https://www.storagereview.com/best/portable-ssds) - [Best Business Laptops](https://www.storagereview.com/best/business-laptops) - [Best Mobile Workstations](https://www.storagereview.com/best/mobile-workstations) - [Best Desktop Workstations](https://www.storagereview.com/best/desktop-workstations) - [Best Mini PCs](https://www.storagereview.com/best/mini-pcs) - [Best Laptop Battery Life](https://www.storagereview.com/best/laptop-battery-life) - [Storage Reference Guide](https://www.storagereview.com/storage-reference-guide) - [About SR](https://www.storagereview.com/about-storagereview) - [StorageReview.com Sweepstakes Rules and Regulations](https://www.storagereview.com/storagereview-com-sweepstakes-rules-and-regulations) Search [Home](https://www.storagereview.com/) » [News](https://www.storagereview.com/news) » Everpure Introduces Data Intelligence and Enterprise Data Cloud Enhancements for AI Workloads # Everpure Introduces Data Intelligence and Enterprise Data Cloud Enhancements for AI Workloads by Harold Fritts on June 17, 2026 [Enterprise](https://www.storagereview.com/enterprise)  ◇  [Enterprise Storage](https://www.storagereview.com/enterprise/enterprise-storage) Everpure has announced new capabilities to help organizations accelerate enterprise AI initiatives while maintaining visibility, governance, and control over their data. The announcement centers on the introduction of Everpure Data Intelligence, formerly known as 1touch.io, alongside several updates to the company’s [Enterprise Data Cloud](https://www.storagereview.com/news/everpure-aligns-flashblade-exa-with-nvidia-ai-factory-architectures-previews-data-stream) (EDC) architecture. ![]() The company positions the release as a response to the growing challenges created by application-centric IT environments, where critical business information is often isolated within individual applications. As AI adoption increases, these data silos can lead to data sprawl, governance challenges, and costly duplication of information, making it more difficult to establish trusted data sources for AI models and agents. Everpure Chairman and CEO Charles Giancarlo said enterprises must transition from application-centric architectures to data-centric strategies as AI reshapes IT operations. He emphasized that governance, context, and semantic understanding need to be embedded directly within the data layer so organizations can create trusted, real-time intelligence repositories that support both traditional applications and AI-driven workflows. ### Building a Data-Centric Foundation for AI Everpure’s approach centers on what it calls a data-primacy model, in which data exists independently of the applications that consume it. In this model, information becomes a shared system of record that carries its own context, meaning, governance policies, and lifecycle controls. Applications and AI agents can read from and contribute to the data environment, but ownership remains with the data platform itself. This approach is intended to improve consistency while reducing the fragmentation often associated with modern SaaS and AI ecosystems. ### Everpure Data Intelligence Available immediately, Everpure Data Intelligence is designed to discover, classify, and contextualize enterprise data at its source. The platform operates across on-premises infrastructure, public cloud environments, SaaS applications, third-party storage systems, and the broader Everpure platform. ![]() The software provides visibility into both structured and unstructured datasets, including information stored in databases such as Microsoft SQL Server and Oracle. By identifying where critical business data resides, organizations can gain a clearer view of enterprise-wide data assets without relying on application-specific silos. Data Intelligence also automates governance functions by scanning environments for sensitive information, including personally identifiable information (PII) and protected health information (PHI). The platform tracks data lineage and relationships, helping organizations maintain compliance and governance requirements across distributed environments. ![]() A key component is its semantic knowledge graph, which maps enterprise data to business context and relationships. According to Everpure, this allows AI agents to better understand enterprise information, improving response accuracy while reducing context window requirements and associated token consumption. ### Enterprise Data Cloud Enhancements The company also introduced several additions to its Enterprise Data Cloud architecture, beginning with updates to its Unified Data Plane. The goal is to provide a common operational foundation across enterprise infrastructure while reducing storage and performance silos. One of the more notable announcements is [Evergreen//One](https://www.storagereview.com/podcast/podcast-130-the-latest-from-pure-storage-24-accelerate-highlights) Overdrive, scheduled for availability in Q3 2026. The capability is designed to provide temporary performance expansion for on-premises storage environments, allowing organizations to absorb workload spikes of up to 25% above baseline levels without permanently increasing subscribed capacity. ### Intelligent Control Plane Updates Everpure is also expanding its Intelligent Control Plane with AI-driven operational capabilities intended to simplify infrastructure management. ![]() Workload Rebalance & Mobility, expected in Q4 2026, will automatically move active workloads across storage resources without downtime to optimize capacity utilization and maintain application performance. Copilot Workflow Execution, planned for Q2 2026, introduces natural-language orchestration for storage operations, enabling administrators to plan, validate, and execute infrastructure tasks across distributed environments. Enhanced Cyber Anomaly Detection, also expected in Q2 2026, analyzes telemetry across the entire infrastructure footprint to identify suspicious behavior patterns and coordinated login activity that may not be visible at the individual system level. Fusion Compliance & Agentic Triage, scheduled for Q4 2026, will monitor hardware and software configurations for policy drift while using AI-assisted analysis to identify potential root causes and remediation options. ### Enterprise Data Cloud Roadmap To support organizations adopting a data-centric architecture, Everpure also introduced its EDC Success Blueprint. The framework provides a structured roadmap for assessing infrastructure readiness, identifying security and operational risks, and progressing toward a more automated enterprise data environment. ![]() The broader strategy is focused on creating a unified data fabric that provides visibility into where data resides, how it is connected, and the business context associated with it. By integrating governance, semantic understanding, and AI-driven operations directly into the data layer, Everpure aims to provide enterprises with a foundation for managing both traditional workloads and emerging AI applications at scale. **Engage with StorageReview** [Newsletter](https://www.storagereview.com/storage_newsletter) |  [YouTube](https://www.youtube.com/user/StorageReview "Opens in a new window") | Podcast  [iTunes](https://podcasts.apple.com/gb/podcast/storagereview-com-storage-reviews/id1060681115 "Opens in a new window")/ [Spotify](https://open.spotify.com/show/1y6VnznABhHeOSMOmbDTz0 "Opens in a new window") |  [Instagram](https://www.instagram.com/storagereview/ "Opens in a new window") |  [Twitter](https://twitter.com/storagereview "Opens in a new window") |  [TikTok](https://www.tiktok.com/@storagereview? "Opens in a new window") |  [RSS Feed](https://www.storagereview.com/rss.xml) ![]() ### Harold Fritts I have been in the tech industry since IBM created Selectric. My background, though, is writing. So I decided to get out of the pre-sales biz and return to my roots, doing a bit of writing but still being involved in technology. Previous post: [HPE Expands Self-Driving Networks Across Edge, Campus, Data Center, and AI Factories](https://www.storagereview.com/news/hpe-expands-self-driving-networks-across-edge-campus-data-center-and-ai-factories) Next post: [Everpure Launches Data Stream to Accelerate Enterprise AI Data Pipelines](https://www.storagereview.com/news/everpure-launches-data-stream-to-accelerate-enterprise-ai-data-pipelines) Trusted Vendors Products and solutions from our affiliate partners: - [ ![Ubiquiti Logo]() Ubiquiti ](https://store.ui.com/us/en?a_aid=StorageReview "Opens in a new window") - [ ![Newegg Logo]() Newegg ](https://click.linksynergy.com/fs-bin/click?id=g5terNMDhz0&offerid=1207190.18&subid=0&type=4 "Opens in a new window") - [ ![Amazon Logo]() Amazon ](https://amzn.to/4fLJUEW "Opens in a new window") Newsletter Subscribe to the StorageReview newsletter to stay up to date on the latest news and reviews. We promise no spam! 1 Leave this field empty if you’re human: ## Advertisement Content Categories [Facebook](https://www.facebook.com/@storagereview) [X](https://twitter.com/storagereview) [Instagram](https://www.instagram.com/storagereview/) [LinkedIn](https://www.linkedin.com/company/storagereview-com) [YouTube](https://www.youtube.com/user/storagereview?sub_confirmation=1) [Email](mailto:info@storagereview.com) [Spotify](https://open.spotify.com/show/1y6VnznABhHeOSMOmbDTz0) [Reddit](https://www.reddit.com/r/StorageReview/) [Discord](https://discord.gg/TwMHb4azdC) [RSS](https://www.storagereview.com/rss.xml) [TikTok](https://www.tiktok.com/@storagereview) Copyright © 1998-2025 Flying Pig Ventures, LLC Cincinnati, Ohio. All rights reserved. Manage your privacy To provide the best experiences, we and our partners use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us and our partners to process personal data such as browsing behavior or unique IDs on this site and show (non-) personalized ads. Not consenting or withdrawing consent, may adversely affect certain features and functions. Click below to consent to the above or make granular choices. Your choices will be applied to this site only. You can change your settings at any time, including withdrawing your consent, by using the toggles on the Cookie Policy, or by clicking on the manage consent button at the bottom of the screen. Functional Functional Always active The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Statistics Marketing Features Always active Special features Special purposes Always active - Manage options - Manage services - Manage {vendor\_count} vendors - [Read more about these purposes](https://cookiedatabase.org/tcf/purposes/) Accept Deny Manage options Save preferences Manage options - {title} - {title} - {title} Manage your privacy To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Statistics Marketing Features Always active Special features Special purposes Always active - Manage options - Manage services - Manage {vendor\_count} vendors - [Read more about these purposes](https://cookiedatabase.org/tcf/purposes/) Accept Deny Manage options Save preferences Manage options - {title} - {title} - {title} Manage consent Manage consent ```json {"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.storagereview.com\/news\/everpure-introduces-data-intelligence-and-enterprise-data-cloud-enhancements-for-ai-workloads","url":"https:\/\/www.storagereview.com\/news\/everpure-introduces-data-intelligence-and-enterprise-data-cloud-enhancements-for-ai-workloads","name":"Everpure Introduces Data Intelligence and Enterprise Data Cloud Enhancements for AI Workloads - StorageReview.com","isPartOf":{"@id":"https:\/\/www.storagereview.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.storagereview.com\/news\/everpure-introduces-data-intelligence-and-enterprise-data-cloud-enhancements-for-ai-workloads#primaryimage"},"image":{"@id":"https:\/\/www.storagereview.com\/news\/everpure-introduces-data-intelligence-and-enterprise-data-cloud-enhancements-for-ai-workloads#primaryimage"},"thumbnailUrl":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2026\/06\/StorageReview-Everpure-2026-5.jpg","datePublished":"2026-06-17T13:38:32+00:00","dateModified":"2026-06-17T17:55:44+00:00","description":"Everpure debuts Data Intelligence and updates to the Enterprise Data Cloud, adding a semantic knowledge graph and Overdrive bursting.","breadcrumb":{"@id":"https:\/\/www.storagereview.com\/news\/everpure-introduces-data-intelligence-and-enterprise-data-cloud-enhancements-for-ai-workloads#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.storagereview.com\/news\/everpure-introduces-data-intelligence-and-enterprise-data-cloud-enhancements-for-ai-workloads"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.storagereview.com\/news\/everpure-introduces-data-intelligence-and-enterprise-data-cloud-enhancements-for-ai-workloads#primaryimage","url":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2026\/06\/StorageReview-Everpure-2026-5.jpg","contentUrl":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2026\/06\/StorageReview-Everpure-2026-5.jpg","width":1500,"height":849},{"@type":"BreadcrumbList","@id":"https:\/\/www.storagereview.com\/news\/everpure-introduces-data-intelligence-and-enterprise-data-cloud-enhancements-for-ai-workloads#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.storagereview.com\/"},{"@type":"ListItem","position":2,"name":"News","item":"https:\/\/www.storagereview.com\/news"},{"@type":"ListItem","position":3,"name":"Everpure Introduces Data Intelligence and Enterprise Data Cloud Enhancements for AI Workloads"}]},{"@type":"WebSite","@id":"https:\/\/www.storagereview.com\/#website","url":"https:\/\/www.storagereview.com\/","name":"StorageReview.com","description":"StorageReview.com is a leading provider of news and reviews throughout the entire IT stack - from the datacenter to the edge, and all points in between.","publisher":{"@id":"https:\/\/www.storagereview.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.storagereview.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.storagereview.com\/#organization","name":"StorageReview.com","url":"https:\/\/www.storagereview.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.storagereview.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2020\/02\/Storage-Reviews-2-2.png","contentUrl":"https:\/\/www.storagereview.com\/wp-content\/uploads\/2020\/02\/Storage-Reviews-2-2.png","width":344,"height":61,"caption":"StorageReview.com"},"image":{"@id":"https:\/\/www.storagereview.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/storagereview","http:\/\/youtube.com\/user\/storagereview"]}]} ```