Create New Revenue Channels and Differentiate Your GPU Offering
Monetize Your GPU Clusters with High-Margin GPU as a Service
The Benefits of Building Your Own AI-as-a-Service
Offer a full, white-labeled AI development workbench
Gain more control over the entire cloud value chain
Retain and expand B2B customer relationships
Increase AI-driven business
Replace revenues lost to competitors
Out of the Box GPU Optimization and Monetization
Boost ROI, improve utilization, expand and offer white-label AI services
Turn Infrastructure into Revenue with a Full White-labeled AI-as-a-Service Stack
Transform your GPU servers into a shared GPUaaS infrastructure integrated with an out-of-the-box AI workbench. Delight customers with a white-labeled end-to-end AI platform for building and deploying custom models, agents, or GenAI applications to address their enterprise use cases. Fully integrated with your compute, ClearML’s cloud-native platform makes it easy for customers to securely access GPUs for AI training, AI-as-a-Service, and Model-as-a-Service without requiring additional assistance for provisioning compute. Admin dashboards make it easy for IT teams to manage accounts and issue invoices or chargebacks based on compute consumption, storage, API calls, and other billable metrics.
Stand up GPU-as-a-Service for Multiple Tenants Right Out of the Box
Simultaneously deliver secure, scalable, and sovereign compute environments for multiple customers from a single infrastructure, whether on-prem or hybrid (on-prem + cloud). With ClearML’s secure multi-tenancy features, you can safely provision shared GPU and compute resources across tenants while ensuring strict isolation through per-tenant identity providers (IdPs), segregated networks, and dedicated storage – making it easy to serve numerous enterprise customers and automatically onboard them without compromising privacy, cost margins, or control. ClearML gives infrastructure admins the freedom to build resource pools using any type of silicon or environment. Manage quotas and set over-quota limits to maximize utilization while reducing GPU idle time and issue invoices on real-time consumption using our billing API.
Make Every GPU Count: Maximize ROIFrom Your Compute Investment
Drive maximum utilization and lower costs for AI by optimizing your GPU clusters. ClearML provides robust orchestration, logic-driven scheduling, and support for fractional GPUs that maximizes the AI workloads processed by each chip. With ClearML managing all your clusters, compute resources are effectively pooled and dynamically allocated based on policies and quotas while unused capacity is automatically reallocated to over-quota jobs, reducing GPU idle time. ClearML’s silicon- and environment-agnostic approach enables the utilization of any type of machine, whether it is Kubernetes, HPC, or bare metal.
ClearML’s Unified AI Platform Delivers Turnkey Revenue-generating Services for Telecoms and CSPs
A Full-Stack Platform to Support Your Customers’ AI Journey
ClearML simplifies compute resource management across on-prem, cloud, and hybrid setups, ensuring peak performance and cost efficiency to power a comprehensive AI workbench for developing and deploying models, applications, and AI agents. Designed for Service Providers, ClearML enables secure multi-tenancy, advanced GPU optimization, and a seamless user experience for CSP admins and end customers alike. By turning infrastructure into a differentiated offering, you can unlock new revenue streams, reduce operational overhead, and maximize hardware ROI.
ClearML’s environment-, cloud-, silicon-, and hardware-agnostic architecture ensures telecom providers can support current and future AI workloads across hybrid and multi-cloud deployments. This future-proof flexibility helps you avoid vendor lock-ins, reduces technical debt, and accelerates time-to-value for
new AI use cases.
Deliver the Cloud Experience That Customers Expect on Top of Your GPU Infrastructure
ClearML simplifies selling AI-as-a-Service, GPU-as-a-Service, and Model-as-a-Service on GPU clusters. Through a web interface, customers access and utilize compute for building and deploying AI at scale, using self-service operations for a seamless cloud experience, similar to the hyperscalers’ AI toolboxes. The platform offers a flexible silicon- and environment-agnostic architecture that delivers a frictionless cloud experience on top of any combination of clusters. By enabling frictionless access within heterogeneous clusters, ClearML provides a cloud experience regardless where the compute sits, bridging the gap between
data centers and cloud.
Empowering Every Role:
ClearML-tailored Solutions for Telecom
Rapidly build, deploy, and monetize differentiated AI offerings
Telco/CSP IT Owners
Maximize GPU ROI with an infrastructure platform that supports secure multi-tenancy, sovereignty and per-tenant IdP, networking, and billing for automated invoicing based on
consumption metrics.
Tenant Admins
Accelerate AI production with a full-stack solution that provides visibility and control over resources, budgets, and AI workflows while reducing the overhead that typically accompanies AI deployment.
Tenant Users
Self-serve resources, and build and iterate on AI models, agents, and applications with an end-to-end platform that eliminates friction and streamlines every phase of your AI production with intuitive workflows and automations.
Enabling CSPs to Realize AI’s Promise for Their Customers
Innovate faster, scale effortlessly, and drive measurable impact
Deliver differentiated and high-value AI services to customers without the complexity. ClearML empowers CSPs and telecoms with a complete AI platform to help realize your AI goals. Our complete platform supports the entire AI lifecycle with built-in multi-tenancy, seamless deployment, and powerful resource management – so your customers can innovate faster, scale effortlessly, and drive measurable impact.
Seamless Remote GPU Access
GPUaaS: One-click remote access to compute through IDEs, SSH, or remote desktops without the need for IT help.
AI App Deployment with Guardrails
Model-as-a-Service with integrated networking to quickly launch AI apps with custom guardrails.
AIaaS: Instant AI Deployment
AIaaS: One-click deployment of AI models, apps, and agents for content generation, virtual assistants, and customer service automation.
AI Training Environments for Industry Excellence
Efficient high-performance training environments for developing and fine-tuning sophisticated AI models across industries like finance, healthcare, and retail.
Efficient RAG Workflows
Streamlined RAG Pipelines for running agentic workflows.
The Proof is in The Performance
Drive superior results and lower cost on every AI workload with ClearML
Maximize ROI
Derive more value from current infrastructure and delay future hardware purchases.
improvement in GPU utilization
reduction in compute and human capital costs
Optimize Resources
Boost efficiency, cut costs, and accelerate time-to-market.
Simplify Operations
Scale AI on your terms with unmatched flexibility from an agnostic solution.
Silicon Agnostic
Cloud Agnostic
Vendor Agnostic
Environment Agnostic