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description=AI infrastructure management platform built for scale. Automate AI infrastructure, Kubernetes fleets, and GPU clusters across edge, data center, and cloud.;

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ai infrastructure management platform spectro cloud spectro cloud announces paletteai inference launchpad to slash enterprise token costs read the news search design hub government log in products palette ai the unified platform to design deploy and manage ai and cloud native infrastructure at any scale learn more paletteai inference launchpad turnkey token cost savings paletteai vm launchpad turnkey vm migration deployment options self hosted saas or airgapped your choice service and support learn how we support your success every day integrations and environments your stack your choice with paletteai security we protect your clusters and your business technology deep dive discover the capabilities that make palette unique cluster lifecycle management sena decentralized architecture virtual clusters solutions slash token costs drive down your devs monthly bill with smart local inferencing build ai factories turn hardware investments into utilized assets in record time deliver ai as a service governed self serve access to models gpus run kubernetes fleets total flexibility and control across clouds and data centers migrate your vms the fast open path to escaping legacy vmware stand up sovereign ai owned compliant private ai infrastructure on your terms scale edge ai take inference right where the data and decisions happen manage edge infra deploy manage and secure your stacks anywhere at any scale solutions for public sector visit our government site click here why spectro cloud why choose us for ai whatever your ai initiative we re ready discover ai why choose us for edge epic scale disconnected sites no sweat discover edge why choose us for full stack the best choice to manage your clusters anywhere discover fleet management awards and certifications we meet the highest standards check out our trophy cabinet gigaom leader 2026 read more forrester wave strong performer click here resources visit our resource center white papers blogs videos and more learn more state of production kubernetes 2025 read the fifth annual report for fresh k8s insights learn more the state of edge ai our new research reveals the edge ai trends you need to know about download now customer stories webinars events blogs documentation palette docs paletteai docs company about spectro cloud meet our leadership team and discover our mission news check out our latest press releases and coverage community from oss projects to standards see how we show up contact us find our offices and get in touch trust center access our compliance and security documents login required awards and certifications compliance and more it s all here careers become a spectronaut partners discover our ecosystem partners we work with dozens of leading vendors and integrators to bring your projects to life meet the ecosystem nvidia proud to be nvidia validated from ai factories to the far edge aws our deep partnership with aws spans eks outposts and more amd production inference on amd gpus hpe we partner with hpe on edge in a box for faster rollouts at scale see our latest collaborations on our resource center aws outposts nvidia dsx portworx by everpure access our partner portal log in design hub government login book a demo 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 put us to the test trusted by the best customer stories 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 ai factories production ai in 30 days from loading dock to live on nvidia or amd with 70 higher gpu utilization powered by paletteai explore ai infrastructure a classified ai factory live in 30 days we made it happen inferencing costs slash token costs by 70 meet us at amd advancing ai in san francisco to see our latest innovation in local inferencing and tokenomics discover inference launchpad meet us at moscone 22 23 july vm modernization off vmware in 4 weeks start with the vm liftoff kit fixed cost no integration headache and 40 less spend than vmware explore vm modernization we helped one enterprise shift 24 000 vms in just 9 months cloud native ops 10x more clusters per engineer run thousands of clusters from one console provisioning 168x faster a week s work in an hour explore fleet management t mobile 10x clusters per operator 168x faster provisioning edge computing roll out edge 10x faster run the same stack across tens of thousands of stores hospitals or factories even when the network drops explore edge ai a global restaurant chain rolled out 10x faster saving 4m 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 deploy manage govern rapid vm modernization coming soon watch this space multi cluster scaling flexible full stack solution with central management design deploy manage govern scale multi cluster vm orchestration ai factory management edge ai edge operations cloud native operations deploy anywhere public cloud on prem bare metal data center private cloud edge sites sovereign regulated air gapped ddil run any workload vms containers ai open choice across every layer no lock in os k8s storage networking gpus models apps build it govern it operate it at any scale the same platform across the whole lifecycle from day zero to thousands of clusters build day 0 1 define it once provision it anywhere full stack orchestration from metal to model not a point solution layered onto kubernetes declarative repeatable cluster profiles version them reuse them roll them out fleet wide full stack from bare metal to model os kubernetes storage networking gpu models apps stand up ai environments nvidia or amd stacks validated and ready to run govern day 1 2 the same guardrails for every team apply consistent policy access and cost controls everywhere no per team improvisation rbac multi tenancy and quotas share infrastructure safely across teams and business units policy security and compliance enforce it continuously including in regulated environments gpu and token controls meter usage and keep ai economics from running away scale operate day 2 run thousands of clusters like one upgrades patching recovery and distributed operations at fleet scale including disconnected sites fleet upgrades patching and recovery roll changes safely across the whole estate distributed and air gapped operations keep sites running when the network doesn t thousands of clusters from one console one operating model however far you spread 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 24 000 vms migrated in under 9 months explore vm modernization edge ai and operations run ai at the far edge consistent hardened stack across thousands of locations resilient operations for airgapped and disconnected sites ai ready on mixed hardware no hci lock in 90 lower field ops cost explore edge computing 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 30 days loading dock to live explore ai infrastructure 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 1 000 clusters run by 10 sres explore fleet management 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 sridhar erra sr director of cloud platform engineering ge healthcare 90 lower field ops cost 18m saved 4 hours to patch all 100 clusters zero downtime during upgrades read the full story cluster provisioning from a week to an hour just one example of how we re saving time and driving business agility 10x more clusters managed per operator 168x faster provisioning 1 hour for what used to take a week federal systems integrator a federal msp replaced ten fragile months of hand wired gpu setup with a repeatable air gapped ai platform on paletteai 30 days loading dock to production ai bare metal tuned for scalable performance repeatable blueprint for the next deployment read the full story 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 ryan good director of site reliability engineering yum brands 40 000 restaurants on one edge stack 30 minute updates to speed innovation 2 node ha design for less hardware cost read the full story global pharma leader twelve million dollars in avoided downtime and a year of time handed back to the business 12m saved in production line downtime 1 year of project time clawed back through faster rollout 20 minutes to build a new cluster read the full story 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 token factory 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 download the report 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 read the guide 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 read the blog 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 book a demo the fast lane to production ai spectro cloud helps platform teams and cloud providers modernize and manage infrastructure for the ai era without adding more tools or operational complexity with paletteai enterprises public sector organizations neoclouds and sovereign clouds can build govern and operate full stack environments across vms kubernetes edge regulated and air gapped locations and ai infrastructure paletteai launchpads help teams start quickly with urgent outcomes such as vmware migration token cost control or edge modernization then scale into enterprise wide lifecycle management governance and fleet operations on the same platform products paletteai editions deployment options services and support integrations and environments security solutions ai factories edge ai kubernetes fleets token costs ai as a service sovereign ai edge infrastructure vm estates government resources getting started palette docs paletteai docs support portal api docs resource center design hub why spectro cloud for ai for edge for fleet management for government awards company contact us about us trust center news community careers partners nvidia amd aws hpe our ecosystem partner portal get all the latest from spectro cloud sign up for our newsletter follow us spectro 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