Excellence at Scale: Transforming AI Infrastructure with F5 and MinIO’s Secure Data Delivery

Today’s enterprises face both a challenge and an opportunity to transform vast amounts of data from AI, autonomous systems and emerging workloads into meaningful business outcomes. Secure, optimized data delivery and high-performance object storage are essential to accelerate insights, optimize business performance and maintain a competitive edge.

The expanded F5 and MinIO partnership brings together MinIO AIStor’s high-performance, highly-scalable, S3-compatible object storage with the secure, intelligent traffic management of the F5 Application Delivery and Security Platform (ADSP). This joint solution delivers a comprehensive, secure and scalable foundation for AI workloads, enabling businesses to achieve optimized data management, strengthened security and flexible migration across cloud, on-premises and hybrid environments.

F5 and MinIO offer a joint solution designed to enhance performance, resilience and security for customers’ most demanding AI and enterprise workloads.

Understanding S3 and its importance for scalable data management

Simple Storage Service (S3) is the standard protocol for modern object storage, fully supported by AIStor and a key component of today’s data architectures. Unlike traditional storage, S3 stores data as discrete objects in logical containers called buckets, paired with metadata for efficient organization and retrieval, which is critical for AI workloads.

Operating over HTTP/S, S3 is ideal for scalability, distributed deployments and seamless cloud integration. It’s widely used in data lakes, archives, media repositories, static websites, backups and especially AI and machine learning pipelines, making S3-compatible storage a strategic business investment. Because S3 leverages HTTP/S as its transport protocol, businesses can directly benefit from F5’s deep expertise and apply its industry-leading Layer 4-7 capabilities to S3 storage traffic.

Optimizing storage traffic with F5 BIG-IP for MinIO AIStor

As organizations utilize real-time and large-scale data for AI and enterprise workloads, efficient traffic management is critical. Powered by F5 ADSP, F5 BIG-IP’s intelligent load balancing technologies (e.g., LTM and DNS) prevent storage bottlenecks by distributing queries and traffic evenly, reducing latency, eliminating hotspots and enabling consistent scalability.

BIG-IP also provides robust delivery and security for S3 storage traffic:

  • Protect against HTTP/S-based threats with an advanced web application firewall (WAF) to safeguard critical business data and minimize risks.
  • Defend against DDoS attacks to maximize availability and ensure continuous uptime.
  • Offload SSL/TLS encryption to optimize security without impacting MinIO performance.

Across cloud, on-premises or hybrid deployments, F5 and MinIO’s unified approach simplifies management, ensuring consistent performance and security.

Simplifying cloud-to-on-premises migration: The repatriation advantage

Businesses are increasingly moving workloads from public clouds back on-premises due to rising costs, compliance demands, data sovereignty and performance predictability. This cloud-to-on-prem repatriation often requires significant application refactoring and architectural changes.

F5 BIG-IP and MinIO AIStor simplify this transition: AIStor’s consistent S3-compatible API enables applications to migrate smoothly, while BIG-IP intelligently orchestrates incremental traffic shifts through DNS routing, allowing for phased, disruption-free migrations with minimal adjustments.

Extending strategic advantage across industries

From managing autonomous vehicle training data to powering healthcare analytics and financial compliance, the flexibility of the F5 and MinIO solution translates into a clear competitive advantage for organizations across industries.

For example, a major global automotive manufacturer is using the joint solution provided by F5 and MinIO to securely and reliably deliver and manage proprietary data from its vehicle fleets worldwide to AI factories. This enables continuous improvements to their AI models, providing significant business advantages. This powerful solution has enabled the manufacturer to save millions of dollars annually by repatriating the data from the public cloud. It has also reduced downtime, enhanced reliability, maximized ROI on AI infrastructure and ensured secure management of exascale data. These benefits have empowered the automotive manufacturer to boost innovation and maintain a strong competitive edge.

F5’s secure traffic management capabilities collect and route vehicle-generated data through F5-powered regional points of presence (PoPs), delivering it seamlessly into a centralized data lake powered by MinIO AIStor. MinIO’s high-performance object storage solution forms the essential foundation for training AI models. Once models are trained and validated, they are delivered securely back to vehicle systems, with every step of the cycle delivered and protected by F5 infrastructure.

A global automotive manufacturer is using the joint solution from F5 and MinIO to securely route AI data across its systems, ensuring rapid processing and uninterrupted availability.

This large-scale deployment illustrates the significant advantage organizations in other industries can gain when adopting the joint approach of F5 and MinIO. For example, healthcare providers use secure, high-performance storage to enhance predictive analytics and medical imaging, improving patient outcomes through rapid, reliable data access. Financial institutions leverage BIG-IP’s security and MinIO’s security and scalability for compliant storage of large amounts of sensitive data, enabling AI-driven fraud detection and risk management. And companies with edge computing deployments count on F5 and MinIO for secure, low-latency data processing and storage—critical for IoT and smart industry use cases.

In short, F5 and MinIO together bring exceptional security, scalability and straightforward repatriation capabilities to virtually any industry looking for transformative data management strategies.

F5 and MinIO provide resilient, secure and scalable Al data delivery for any industry.

Next steps: Unlocking strategic agility with F5 and MinIO

In today’s dynamic business environments, gaining a strategic advantage means confidently navigating the digital transformation landscape. Together, F5 and MinIO provide high-performance, resilient, secure object storage and intelligent traffic orchestration optimized for today’s most ambitious AI projects and mission-critical data workloads across many industries.

Carahsoft Technology Corp. is The Trusted Government IT Solutions Provider, supporting Public Sector organizations across Federal, State and Local Government agencies and Education and Healthcare markets. As the Master Government Aggregator for our vendor partners, including F5 we deliver solutions for Geospatial, Cybersecurity, MultiCloud, DevSecOps, Artificial Intelligence, Customer Experience and Engagement, Open Source and more. Working with resellers, systems integrators and consultants, our sales and marketing teams provide industry leading IT products, services and training through hundreds of contract vehicles. Explore the Carahsoft Blog to learn more about the latest trends in Government technology markets and solutions, as well as Carahsoft’s ecosystem of partner thought-leaders.

This post originally appeared on F5.com, and is re-published with permission.

F5 AI Assistant Expands with iRules Code Generation for BIG-IP Programmability

Over the last several months, F5 has rolled out purpose-built AI assistants for F5 Distributed Cloud Services and F5 NGINX One. In February at AppWorld 2025 in Las Vegas, we also offered a preview of F5-powered AI assistant functionality specifically designed for F5 BIG-IP customers, centered on iRules code generation. Today, we’re thrilled to share two exciting milestones: we’re bringing together our AI assistants across the F5 Application Delivery and Security Platform, and availability of iRules code generation.

Managing application delivery and security often feels like solving a puzzle with missing pieces. From writing configurations to searching for answers in scattered documentation, these tasks consume time and energy while leaving teams vulnerable to errors and delays. Repetitive processes like debugging and policy tuning sap creativity, and even the most skilled teams inevitably encounter gaps in expertise that slow progress. These challenges are common, but they don’t have to define your workflows. With purpose-built AI-powered intelligence, teams can simplify these complexities with insights and automation designed to supercharge application delivery and security deployments.

Unification across the platform

To deliver exceptional customer experiences across the F5 Application Delivery and Security Platform, we are bringing our AI assistants into a single F5 AI Assistant. With a consistent user experience, SecOps and NetOps teams can better understand their security posture and exploit the wealth of information at their disposal across the entire platform, reducing the operational complexities of their hybrid multicloud environments.

F5 AI Assistant leverages the F5 AI Data Fabric to deliver intelligence powered by proprietary, purpose-built AI models. Unlike general AI tools, the AI Assistant provides domain-specific expertise, offering precise guidance and actionable insights. From generating iRules to optimizing configurations and improving security postures, it drives enterprise-grade accuracy and contextual relevance while reducing complexity. As part of the F5 Application Delivery and Security Platform, the AI Assistant empowers faster decision-making and measurable outcomes for teams managing modern application and security challenges.

F5 AI Assistant provides a single natural language interface across all three product families of BIG-IP, NGINX One, and Distributed Cloud Services within the F5 Application Delivery and Security Platform.

iRules code generation is now available

F5 iRules are the backbone of customization within the BIG-IP ecosystem, empowering teams to tailor their application delivery and security environments to meet unique needs with unmatched precision and flexibility. Over 85% of BIG-IP customers rely on iRules, which power 70% of all BIG-IP instances globally. These dynamic scripts enable deep interaction with traffic, modifying behavior, optimizing routing, and solving challenges beyond standard configurations. However, iRules can be complex, time-intensive, and, in many cases, persist long after their authors have moved on from the company for which they were written. This level of control requires a tool that can match their importance, a tool designed to enhance their creation, use, and management for today’s scaling enterprises.

We’re excited to announce the availability of iRules code generation within the AI Assistant for our BIG-IP customers. This groundbreaking functionality leverages advanced automation with natural language processing, reshaping how teams build and manage iRules. With models trained using F5’s own expertise, including from our engineering and professional services teams, the AI Assistant simplifies the most complex aspects of iRules management by improving accuracy, reducing effort, and enabling faster security and application decisions. From streamlining workflows to eliminating manual processes, it empowers teams to achieve goals with efficiency, scalability, and innovation.

Explore F5 AI Assistant in action supporting the explanation, generation, and optimization of F5 iRules.

Functionality is categorized into three areas—explain, generate, and optimize:

  • Explain: Gain a deeper understanding of iRules with clear, natural language explanations that break down components, logic, and functionality. This capability bridges knowledge gaps, making iRules accessible to users of all expertise levels while providing actionable insights for better decision-making.
  • Generate: Instantly create secure, validated iRules by describing your needs in natural language. The AI Assistant translates your input into tailored scripts, saving valuable time, reducing errors, and accelerating deployments.
  • Optimize: Debug, troubleshoot, and fine-tune iRules with precision and efficiency. The AI Assistant streamlines complex processes, eliminates manual guesswork, and ensures enhanced performance, reliability, and scalability for your BIG-IP environments.
F5 AI Assistant explains, generates, and optimizes iRules, eliminating the manual guesswork.

The introduction of iRules code generation reinforces AI Assistant as your trusted partner for simplifying, innovating, and scaling BIG-IP environments. By eliminating guesswork, it ensures that teams can address vulnerabilities, maintain consistency, and manage traffic configurations swiftly and effectively.

Begin using F5 AI Assistant

To explore F5 AI Assistant for your organization, refer to our press release and the solution overview detailing iRules code generation and the strategic time-saving value the AI Assistant provides.

Also, be sure to catch all the latest F5 AI news on our Accelerate AI webpage.

Carahsoft Technology Corp. is The Trusted Government IT Solutions Provider, supporting Public Sector organizations across Federal, State and Local Government agencies and Education and Healthcare markets. As the Master Government Aggregator for our vendor partners, including F5 we deliver solutions for Geospatial, Cybersecurity, MultiCloud, DevSecOps, Artificial Intelligence, Customer Experience and Engagement, Open Source and more. Working with resellers, systems integrators and consultants, our sales and marketing teams provide industry leading IT products, services and training through hundreds of contract vehicles. Explore the Carahsoft Blog to learn more about the latest trends in Government technology markets and solutions, as well as Carahsoft’s ecosystem of partner thought-leaders.

This post originally appeared on F5.com, and is re-published with permission.