AI infrastructure solutions

Architect AI for success with secure, reliable data pipelines, AI factories, and inference delivery across hybrid multicloud environments.

Scale with confidence, not chaos—from ingestion to inference

The F5 Application Delivery and Security Platform (ADSP) helps AI-native and AI-enabled enterprises scale AI applications and workloads by ensuring data pipelines, GPU environments, and inference services run reliably and securely across environments. By optimizing AI traffic flows end to end, the F5 ADSP improves performance predictability, increases graphics processing unit (GPU) usage, simplifies operations, and protects AI data—accelerating innovation while reducing cost, complexity, and risk.

Accelerate time-to-value for AI initiatives

Get AI into production faster with reliable access to data for training, fine-tuning, and retrieval-augmented generation (RAG).

Optimize GPU use to maximize infrastructure

Use GPUs more efficiently by eliminating traffic and data bottlenecks across AI workloads.

Reduce distributed AI operational complexity

Simplify AI operations with unified traffic management, orchestration, and security.

Lower business risk with key AI safeguards

Protect AI data pipelines while delivering fast, secure access to S3-compatible storage.

Explore AI infrastructure use cases

AI data delivery

AI data delivery

AI data delivery and ingestion solutions help organizations move, protect, and access the data AI depends on—fast and at scale. F5 BIG-IP for AI data delivery secures and optimizes data ingestion for S3-compatible storage deployments supporting AI training, fine-tuning, and RAG workloads, while abstracting storage backends to avoid lock-in across hybrid multicloud environments.

With intelligent traffic control, real-time health monitoring, automated failover, and deep visibility, teams get reliable, compliant AI data pipelines that reduce risk, prevent disruption, and keep AI initiatives moving forward.

Learn more
application vulnerability mitigation
F5 BIG-IP DNS

Routes AI data to the best location based on performance, latency, system health, and policy.

F5 BIG-IP LTM

Balances AI workloads across clusters to make better use of resources and deliver fast, consistent performance.

F5 BIG-IP DDoS Hybrid Defender

Safeguards AI data delivery from disruptive volumetric and protocol-level attacks.

F5 BIG-IP Advanced WAF

Secures AI data pipelines against cyberattacks, data poisoning, and unauthorized access.

F5 VELOS

Provides fast, hardware-accelerated AI data delivery at massive scale, ensuring high performance for demanding workloads.

F5 rSeries

Provides flexible, high-performance AI data delivery across modern and hybrid data centers.

AI factory load balancing

AI factory load balancing

Scaling AI workloads demands infrastructure that keeps GPUs busy, latency low, and traffic flowing to the right workloads.

F5’s AI Factory Load Balancing solutions intelligently route traffic across GPU clusters and Kubernetes environments—on-prem or graphics processing unit as a service (GPUaaS) deployments—to maximize performance and cost efficiency.

With centralized orchestration, multi-tenancy isolation, and intelligent task routing, F5 helps teams scale AI training and inference predictably, securely, and without wasted

Learn more
AI factory load balancing
F5 BIG-IP LTM

Balances AI workloads across clusters to make better use of resources and deliver fast, consistent performance.

F5 BIG-IP Next for Kubernetes

Uses Kubernetes-native traffic management to route AI training and inference workloads efficiently and at scale.

F5 BIG-IP Container Ingress Services

Provides scalable ingress and intelligent traffic management for containerized AI workloads

F5 NGINX Gateway Fabric

Delivers high-performance, API-driven traffic routing to keep distributed AI inference services and agents fast, reliable, and efficient.

F5 NGINX Ingress Controller

Optimizes AI application traffic in Kubernetes, delivering fast, low-latency performance at scale.

Delivery for inferencing

Delivery for inferencing

AI inference only delivers value when it’s fast, reliable, and secure. F5 helps enterprises deliver AI inference services—models, APIs, and agent runtimes—with predictable latency and high availability across hybrid and multicloud environments.

By providing a secure front door, intelligent Layer 7 routing, elastic scaling, and deep visibility, F5 ensures AI-powered applications stay responsive, protected, and ready for real-world demand.

Delivery for inferencing
F5 BIG-IP LTM

Balances AI workloads across clusters to make better use of resources and deliver fast, consistent performance.

F5 BIG-IP DNS

Routes AI data to the best location based on performance, latency, system health, and policy.

F5 VELOS

Provides fast, hardware-accelerated AI data delivery at massive scale, ensuring high performance for demanding workloads.

F5 rSeries

Provides flexible, high-performance AI data delivery across modern and hybrid data centers.

F5 NGINX Gateway Fabric

Delivers high-performance, API-driven traffic routing to keep distributed AI inference services and agents fast, reliable, and efficient.

[@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop

Results and recognition

Technology alliances

Nvidia logo
Dell logo
MinIO
NetApp logo
Scality logo

Resources

Analyst reports

[@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop

[@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop

Recent news

[@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop

[@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop

Frequently asked questions

Deliver and Secure Every App
F5 application delivery and security solutions are built to ensure that every app and API deployed anywhere is fast, available, and secure. Learn how we can partner to deliver exceptional experiences every time.
Connect With Us
AI infrastructure | F5