Spectro Cloud announces expanded PaletteAI ecosystem to simplify AI at scale

PaletteAI platform strengthened by expanded partner ecosystem across the full AI stack, helping enterprises reduce integration risk and accelerate time to value in complex AI projects

SAN JOSE, Calif., March 16, 2026, Spectro Cloud today announced the general availability of PaletteAI and an expanded ecosystem of production-ready partner integrations, including NVIDIA AI Enterprise embedded into the PaletteAI experience, helping enterprises operationalize full-stack AI with consistency and confidence.

Until now, organizations scaling their AI infrastructure have wrestled with a complex stack of infrastructure components and operational tooling, which impacted performance, reliability, governance, and ongoing operations.

PaletteAI’s platform approach solves this challenge through repeatable, standardized patterns for how AI-ready infrastructure and workloads are deployed, governed and operated at scale. 

Through close collaboration with ecosystem partners, Spectro Cloud can now equip enterprises with blueprints for integrating market-leading AI technologies together into production-ready stacks. IT teams will spend less time and money stitching systems together, and get to consistent ROI from their AI investments faster.

“Production AI is a system, not a single product or infrastructure purchase,” said Tenry Fu, CEO and co-founder, Spectro Cloud. “Our ecosystem strategy is about making that system easier to assemble and operate. With PaletteAI, customers get a repeatable foundation for production AI, and with our partner integrations like NVIDIA AI Enterprise, they get a clear blueprint to move faster with confidence.”

A partner ecosystem mapped to how enterprises build production AI

PaletteAI’s ecosystem spans the critical layers of the AI stack, bringing together partner capabilities to deliver measurable customer outcomes. 

The result is a growing and dynamic foundation of pre-validated blueprints that accelerates deployment, without restricting choice. These include:

• Infrastructure foundation: includes collaborations with NVIDIA, Supermicro and Canonical to support scalable AI Factory infrastructure and operating environments.
• Data performance: includes WEKA to help address throughput and performance demands common in AI data pipelines.
• Application delivery and policy controls: through collaboration with F5 to support enterprise requirements around ingress, egress and access.
• Ecosystem integrations: Aviz, 6WIND, ClearML, and ConfidentialMind extend PaletteAI workflows across networking, operations, MLOps, and confidential AI use cases.

“Enterprises are rapidly moving toward agentic AI systems that can reason, act, and continuously adapt across complex environments, but they need platforms that make these capabilities practical to deploy and scale,” said Yael Shenhav, VP, Networking Products, NVIDIA.”Spectro Cloud’s broad Palette AI ecosystem strategy builds on NVIDIA BlueField to bring together infrastructure, acceleration, and platform capabilities needed to operationalize these next-generation AI workloads.”

Availability and resources

Starting today, PaletteAI users can explore the newly announced ecosystem integrations and partnerships through validated reference architectures, deployment patterns and pre-built profiles available on the spectrocloud.com Design Hub, and directly from the PaletteAI Studio experience. 

Each integration is backed by joined-up support from Spectro Cloud’s customer success team. More integrations are under development and will be released throughout 2026 — AI technology providers are encouraged to contact Spectro Cloud to participate in the ecosystem.

Spectro Cloud will showcase PaletteAI and its ecosystem approach during NVIDIA GTC 2026, March 16–19, in San Jose and online. To learn more about PaletteAI, visit spectrocloud.com. 

Partner ecosystem perspectives

“Enterprise AI adoption is accelerating, telecom evolving into intelligent infrastructure platforms matters,” said Julien Dahan, CEO of 6WIND. “At 6WIND, we are proud to collaborate with Spectro Cloud to ensure that high-performance, software-defined networking is seamlessly integrated into AI infrastructures. Together, we enable enterprises and service providers to deploy AI workloads with the performance, efficiency, and reliability required for next-generation applications.”

“PaletteAI solves a genuine challenge for enterprise AI adopters: how to deploy all the software components their practitioners need without getting mired in complex, manual deployments,” says Thomas Scheibe, Chief Product Officer at Aviz Networks. “Aviz builds networking software for the AI era, helping customers accelerate time to ROI for their AI factories and operate them with the efficiency of public clouds. We’re proud to partner with Spectro Cloud to make validated deployments at scale easier than ever — enabling customers to run an AI factory cloud with automated multi-tenant segmentation and isolation, plus full visibility, delivered through the PaletteAI interface with validated architecture designs.”

“Moving from AI pilots to production is now a primary expectation across many industries, and doing so with little or no change to the infrastructure playbook is key,” said Cédric Gégout, VP of Products at Canonical. “MAAS provisions and manages bare metal at scale, treating physical servers as elastic, cloud-like resources. With Spectro Cloud PaletteAI, customers can rapidly deploy GPU-backed Kubernetes clusters and approved AI stacks. Together, MAAS and PaletteAI streamline production AI on bare-metal, with consistent lifecycle automation and visibility from data center to edge.”

“Enterprises want the power of modern AI without handing their most sensitive data to third parties,” said Markku Räsänen, Co-founder & CEO of ConfidentialMind. “By partnering with Spectro Cloud and integrating with PaletteAI, we’re making it dramatically easier to stand up private, production-ready AI services including LLMs, RAG, and agent endpoints, on infrastructure customers control, with the governance and operational consistency teams need from data center to edge.”

About Spectro Cloud

With our Palette and PaletteAI platforms, Spectro Cloud solves how enterprises and public sector organizations manage full-stack application and AI infrastructure in any environment: from edge to cloud, and from metal to model. 

Using the power of cloud-native technologies like Kubernetes, we give platform engineers and operations teams flexibility to choose their perfect stack, while benefiting from complete repeatable consistency. We automate the full lifecycle of complex infrastructure at scale, for massive cost savings and better business outcomes. Learn more at spectrocloud.com.

Media contact: pr@spectrocloud.com