The fast lane to production AI
Slash token costs. Stand up AI factories. Scale to the edge. Whatever your infrastructure goal, and wherever you're starting from, we'll get you the results you need.
How can we help you get to outcomes faster?
Every team starts somewhere. Pick the problem in front of you today, and grow onto one platform when you're ready.
Don’t get stuck in the transformation trap
Multiple projects and point solutions
- A separate tool for VMs, edge, Kubernetes and AI
- Governance that varies by team and tool
- Licensing and token costs creeping up
- Every cluster a hand-built snowflake
One platform, one operating model
- Build, govern and scale every environment from one place
- Consistent policy, access and compliance everywhere
- Cost, GPU and token controls built in
- Repeatable, declarative profiles instead of snowflakes
Meet PaletteAI, your path from pilot to production infrastructure
PaletteAI is a single control plane that builds, governs and scales every layer — across every environment and every workload. Start with a single-cluster turnkey appliance, then grow onto a unified platform across thousands of clusters, at your pace.
One platform · seamlessly scale across the fleet
Single-cluster, turnkey solution with local management
Multi-cluster scaling, flexible full-stack solution with central management
Deploy anywhere
Run any workload
Open choice across every layer — no lock-in
Build it, govern it, operate it — at any scale
The same platform across the whole lifecycle, from day zero to thousands of clusters.
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What do you need to ship first?
Whatever initiative is top of mind for your business, we can help you get to results, fast.
VM modernization
Escape VMware
Automated, low-risk migration tooling included
Proven VMware reference architectures, open and validated
Run VMs and containers together on one cloud-native stack
Edge AI and operations
Run AI at the far edge
Consistent hardened stack across thousands of locations
Consistent hardened stack across thousands of locations
AI-ready on mixed hardware, no HCI lock-in
AI factory management
Operationalize AI infrastructure
Bare metal to production AI in weeks
NVIDIA or AMD, validated full stack
GPU utilization, tenancy and governance built in
Cloud-native fleet ops
Tame the Kubernetes fleet
Declarative profiles, zero snowflakes
Automated upgrades, patching and recovery
Scale to thousands of clusters across clouds and on-prem
From global enterprises to sovereign AI clouds
We serve the most demanding organizations across the world. How can we help you?
Enterprises
Make your infra work for you. Modernize VM estates, scale to the edge and stand up AI — one platform for the whole estate, whatever stage you’re at.
Neoclouds & sovereign AI
Build profitable AI infrastructure as a business: multi-tenant, metered and governed, on NVIDIA or AMD, in your own region and on your own terms.
Government, defense & regulated
FIPS 140-3 and FedRAMP Moderate, for disconnected, air-gapped and classified environments — you can modernize without compromising the mission.
Real outcomes your business will care about
Dozens of enterprises, technology providers and agencies have trusted us to tackle their biggest infrastructure challenges... and drive results that users, customers and the board can see and feel.
“Within four hours we’d updated all 100 clusters, including rebuilding the EC2 instances and applications, with no downtime. In all my years in the industry, I’ve never seen an upgrade without any downtime.”
Cluster provisioning from a week to an hour — just one example of how we’re saving time and driving business agility.
A federal MSP replaced ten fragile months of hand-wired GPU setup with a repeatable, air-gapped AI platform on PaletteAI.
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“It’s expensive to do a truck roll, so as much as you can do plug-and-play the better. The beauty is we can do it all remotely. With the Spectro Cloud solution using Kubernetes, we can convert a store to a new solution by simply taking an hour once the restaurant’s closed”
Twelve million dollars in avoided downtime, and a year of time handed back to the business.
The only platform that checks every box
Vertically integrated, horizontally open
Validated full-stack solutions that still leave every choice open — hardware, GPUs, models, clouds and software. No lock-in.
Full stack, OS to model
One platform manages the entire stack, not just the cluster: OS, Kubernetes, storage, networking, GPU, models and apps.
Multi-cluster from day one
Purpose-built to run thousands of clusters from declarative profiles — not one hand-built cluster at a time.
VMs, containers and AI together
The only platform that manages all three operating models in one place, with one operating model.
Runs where others won’t
Connected, disconnected, air-gapped, sovereign and classified — with FIPS 140-3 and FedRAMP Moderate.
Proven at extreme scale
Tens of thousands of clusters in production across distributed sites — and 1,000+ clusters kept healthy by a team of 10.
Sharper thinking on edge, AI and modernization
Report
The State of Edge AI
Independent research with 320 enterprise teams running edge AI. Only 11% have reached full-scale production — here's what the leaders do differently.
White paper
VM migration field guide
Seven real stories of platform modernizations and VMware exits… and a handful of hard-earned best practices to help yours run smoothly.
Blog
Smart model routing
Smart routing can help you spend less on inference, but it’s also the place your policy lives — jurisdiction, customer tier, SLA, failover.
Pick your starting point. We'll meet you there.
Wherever you are today — modernizing VMs, scaling the edge, standing up an AI factory or wrangling a Kubernetes fleet — there's one platform waiting when you're ready to scale.