Power Semiconductor AI Innovation with Scalable and Secure Infrastructure
Powering Efficient, Compliant AI in Complex Semiconductor Environments
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
Built for the Demands of AI-Driven Semiconductor Manufacturing
Secure, scalable, and compliant
Improve Fabrication and Protect IP with Secure AI Environments
By leveraging AI on the fabrication floor, engineers can better predict equipment failures and identify wafer defects. To safeguard intellectual property (IP) during development, the ClearML AI Platform provides authenticated, role-based access control (RBAC) to all resources, including data sources, storage, models, compute pools, and endpoints. For the highest level of security, ClearML can also operate in air-gapped environments, completely disconnected from the Internet to prevent data leaks.
Accelerate Chip Design on Secure Shared Compute
For large-scale AI infrastructures with multiple engineering and R&D teams, ClearML provides secure multi-tenancy. This feature gives each team its own isolated network, identity provider (IdP), and role-based access control (RBAC). Admins can monitor their entire infrastructure’s health using dashboards and generate per-tenant invoices or chargebacks based on the consumption of compute, storage, or other custom metrics.
Gain Complete Visibility Over Your Data & Model Lifecycle
Using a single platform to control petabytes of data and monitor thousands of deployed models, the ClearML AI Platform simplifies AI/MLmanagement with a comprehensive suite of tools, including a data catalog, integrated vector databases for easy Retrieval-Augmented Generation (RAG) implementation, and robust capabilities for managing unstructured datasets.
To uphold data sovereignty and privacy, ClearML never directly touches or alters the data source; it relies on metadata for dataset versioning. The platform’s integrated model repository provides a full audit trail, tracking every experiment, weight file, and modification to simplify compliance management.
Innovate Rapidly. Govern Confidently.
A complete open source platform for fabs and foundries
ClearML gives semiconductor manufacturers a single, secure AI infrastructure platform that slots into hybrid and air‑gapped environments, automates GPU provisioning, and streamlines end‑to‑end AI workflows – from massive, multi‑modal data ingestion to model deployment on edge tools.
ClearML is designed to handle the most complex and demanding
environments, helping you manage any type of AI model and large datasets
as well as integrating seamlessly with your existing infrastructure.
Deploy Production-Ready AI in Air-Gapped Environments
For semiconductor manufacturers, ClearML’s ability to run in air-gapped environments is essential for protecting valuable IP. It ensures that sensitive data, like proprietary chip designs and fabrication methods, remains secure. By relying on metadata for versioning, ClearML also supports data sovereignty without ever directly touching or altering the
original data source.
Empowering Every Role:
ClearML Tailored Solutions for Semiconductor Manufacturing
IT Teams
Securely and efficiently provision AI workloads across hybrid and air-gapped environments by optimizing resource utilization and enforcing granular access control to align with strict security and
compliance policies.
AI Builders
Manage and standardize massive, multi-modal datasets and models with the ability to scale experimentation and production workflows with full control over data sovereignty, visibility, and traceability.
AI/ML Engineers
Deploy and manage models effortlessly, with tools for real-time monitoring, versioning, and performance validation to ensure models remain accurate and reproducible in highly controlled,
air-gapped environments.
Realizing AI’s Potential in Semiconductor Manufacturing
Slash downtime, spot defects, and speed chip design
From design to fabrication, AI is transforming the semiconductor industry, and ClearML makes it deployable, scalable, and secure. Whether you’re detecting defects in real time, predicting machine failures, or accelerating chip design with AI, ClearML delivers the infrastructure and orchestration to help teams move faster, collaborate securely, and maximize ROI. Our platform supports the full AI lifecycle, even in complex or air-gapped environments, giving semiconductor leaders the control and flexibility they need to compete at the cutting edge.
Air-Gapped AI Deployment
Air-gapped environment deployment for the highest level of security and IP protection
Secure Multi-Tenancy
Secure multi-tenancy with per-tenant RBAC to ensure segregated networks and storage for each team or project with
controlled resource access
Data Sovereignty
Data sovereignty that protects your IP from anyone, including us
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