Clarifai Launches Revolutionary AI Orchestration Platform for Seamless Integration Across All Infrastructures

Clarifai, a leader in artificial intelligence solutions, has unveiled a groundbreaking compute orchestration capability designed to optimize AI workloads across any infrastructure. Announced on December 3, 2024, this platform empowers organizations to achieve unparalleled flexibility, cost efficiency, and scalability, whether operating on the cloud, on-premises, or in air-gapped environments. Clarifai’s innovation sets a new standard for enterprise AI deployment by eliminating vendor lock-in and centralizing AI model management.

The new platform is based on a unified control plane that enables seamless orchestration of AI workloads, supporting any AI model and hardware accelerator, including GPUs, CPUs, and TPUs. It was developed in response to customer challenges balancing performance and cost across diverse infrastructures. According to Matt Zeiler, founder and CEO of Clarifai, this feature results from over a decade of expertise in serving large enterprises and government clients. “We’ve developed advanced tools to optimize compute costs while scaling to support millions of models simultaneously,” Zeiler said.

Clarifai’s compute orchestration platform offers unparalleled benefits for organizations seeking to streamline their AI operations. With model-packing optimizations, dependency simplifications, and customizable auto-scaling options, the platform can reduce compute usage by up to 3.7 times, cutting operational costs by 60-90%, depending on the configuration. The system can handle over 1.6 million inference requests per second with a nearly flawless reliability rate of 99.9997%.

Among the platform’s standout capabilities is its flexibility to operate across any environment. Companies can deploy workloads on public cloud, private on-premises infrastructure, or isolated air-gapped systems, with no restrictions on hardware vendor compatibility. Additionally, the platform fully integrates with Clarifai’s AI tools for data labeling, training, evaluation, and workflow management, offering a comprehensive solution for enterprise AI needs.

Security is another platform hallmark. It enables deployment into customer Virtual Private Clouds (VPCs) or on-premises Kubernetes clusters without requiring open inbound ports, complex configurations, or custom Identity and Access Management (IAM) roles. This ensures secure, streamlined operations without compromising on functionality.

Clarifai’s orchestration capabilities emerged from customer feedback, highlighting the difficulties in balancing costs and performance across cloud and on-premises environments. A cited customer expressed the value of holistic cost comparisons and the ability to orchestrate workloads across infrastructures efficiently. By addressing these needs, Clarifai has positioned its platform as a critical tool for modern enterprises.

The company’s robust AI foundation is evident in its proven track record, with over 2 billion operations processed in computer vision, language, and audio AI. Maintaining 99.99%+ uptime and round-the-clock availability, Clarifai has demonstrated reliability for mission-critical applications. These advancements consolidate Clarifai’s leadership in the AI landscape, providing organizations with tools to tackle increasingly complex challenges.

The compute orchestration functionality is currently available in public preview. Organizations interested in exploring this revolutionary platform are encouraged to contact Clarifai for access.

Clarifai’s innovation marks a significant milestone in the evolution of AI deployment, offering businesses scalable, cost-effective, and secure solutions to meet future demands. With its ability to optimize workloads and reduce costs across any infrastructure, Clarifai is not just addressing current challenges but shaping the future of AI in a sustainable and impactful way.