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Nutanix is strangling the AI cost-party industry

Mats Ericson, Regional Manager for the Nordics and Baltics at Nutanix, leads the company's focus on hybrid multicloud, AI and cloud native in the Nordic and Baltic markets. Mats Ericson, Regional Manager for the Nordics and Baltics at Nutanix, leads the company's focus on hybrid multicloud, AI and cloud native in the Nordic and Baltic markets.
Mats Ericson, Regional Manager for the Nordics and Baltics at Nutanix.

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Key Moments

Centralized AI control

The platform enables companies to control AI systems from a single location for better cost and data management.

Agent Gateway for secure access

A feature that ensures that AI agents only access necessary data and tools with strong user rights management.

Private inference and local AI execution

Companies can run language models on their own infrastructure with support for fine-tuning and GPU acceleration.

Tokenomics and cost control

Ability to set token usage limits and optimize the use of internal versus external language models.

Platform determines budget for AI agents and controls data flows

Nutanix, the developer of hybrid cloud management software, today released Nutanix Enterprise AI (NAI) 2.8. The new version gives enterprises better cost control when using AI agents and large language models (LLMs) while giving companies control over the flow of data between their own and external systems.

Tokenomics, control over the use of AI, is about to become incredibly important, but companies don't need to rebuild their entire IT environment to do it.

Many companies face a challenge when they start using AI agents in their daily work: how to manage costs and ensure that company data is used correctly? AI agents need to access information from different systems, but there is often a lack of overview of how data flows between agents and models and what it all costs.

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Control AI systems from one place

Nutanix The updated AI platform addresses these challenges by giving companies the ability to control their AI systems from a single place. The solution monitors how data moves between agents and models and allows companies to set rules for which data flows are allowed. The system automatically optimizes towards cheaper internal language models for simpler tasks, while more complex requests are routed to more advanced models. It is also possible to set limits on how many tokens can be used and control how much of the total token budget can be consumed by different LLMs.

– Tokenomics, control over the use of AI, is about to become incredibly important, but companies don't need to rebuild their entire IT environment to do it. With our updated platform, they can use AI together with their existing systems and data. It's not just about controlling their costs, but just as much about controlling how data flows out of the company, says Mats Ericson, head of Nutanix in the Nordics.

Better control over AI agents

A key feature of NAI 2.8 is the Agent Gateway feature. It serves as a secure gateway for AI agents who need to access tools and data across the enterprise. Security has also been strengthened with granular user rights management and custom roles, ensuring agents only have access to the data they actually need.

Control over AI in your own data centers

NAI 2.8 also includes enhanced capabilities for so-called private inference, which enables companies to run language models on their own IT infrastructure. This includes:

  • Fine-tuning of smaller models, making it possible to adapt them to the company's specific data in a cost-effective manner.
  • Support for multiple GPUs simultaneously, providing faster responses from language models.
  • Technology that reduces response time by up to 2.5 times, without compromising quality.

About Nutanix

Nutanix is a leader in hybrid cloud and an innovator in AI, providing organizations with a unified infrastructure software platform that enables them to securely run applications, data, and AI in any environment.

Trusted by customers worldwide, Nutanix helps more than 50 percent of Global 2000 companies accelerate the development and adoption of AI, while modernizing their infrastructure, simplifying operations, and gaining better control over costs. Learn more at www.nutanix.com

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Questions Answered

How can companies better control costs for AI agents?

By using a platform that monitors data flows and token usage.

What is Agent Gateway and why is it important?

It is a secure gateway that controls AI agents' access to data.

How can companies run AI models on their own infrastructure?

With improved private inference capabilities and multi-GPU support.

How does the Nutanix platform optimize the use of language models?

By routing simpler tasks to internal models and complex ones to advanced ones.

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  • Maciek Szczesniak featured on IT-Branschen Wire Channel Magic Chats podcast banner
    Maciek Szczesniak appears on IT-Branschen Wire Channel Magic Chats, discussing leadership, innovation, digital transformation, and business services.
    SPONSORED

  • VORTIQ-X AI Governance helps companies transform AI into controllable and verifiable business value.
    VORTIQ-X is an AI Governance platform that helps organizations govern, verify, and create measurable business value from AI. The platform focuses on transparency, compliance, AI governance, and the effective use of AI in mission-critical processes.
    ADVERTISEMENT

  • The IT industry Nordic technology media platform covering cybersecurity, cloud, AI, digital transformation, channel, MSP and enterprise IT news
    The IT industry is a leading Nordic technology media platform covering cybersecurity news, artificial intelligence, cloud computing, enterprise IT, digital transformation, managed services, channel partners, software development, telecommunications, data centers, IT infrastructure, technology leadership, business innovation, and emerging technologies. Through executive interviews, industry analysis, event coverage, thought leadership, product launches, vendor updates, and market insights, the IT industry connects technology decision-makers, CIOs, CISOs, CTOs, IT managers, MSPs, resellers, distributors, technology vendors, startups, and enterprise organizations across Sweden, Norway, Denmark, Finland, and Europe. Coverage includes cybersecurity trends, AI adoption, cloud strategy, enterprise software, networking, digital infrastructure, sustainability, compliance, governance, risk management, automation, data analytics, and future technology developments.
    OWN CONTENT

  • Cybertech Europe 2026 cybersecurity conference in Rome with the IT industry as Official Media Partner
    Cybertech Europe 2026 is one of Europe's leading cybersecurity conferences, bringing together cybersecurity leaders, government officials, technology innovators, startups, investors, and enterprise decision-makers in Rome. The IT industry serves as an Official Media Partner, providing event coverage, executive interviews, industry insights, and cybersecurity news for Nordic and European audiences.
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