Exensio StudioAI: Enterprise ModelOps for Semiconductor Industry
Exensio StudioAI™ is a scalable, enterprise-grade AI model management solution, integrated with Exensio data infrastructure and workflows. It provides a dedicated MLOps solution built to connect seamlessly with your existing Exensio platform, connecting natively to the data your organization already trusts. This eliminates integration friction and removes data silos.
By automating model deployment and management, Exensio StudioAI reduces model deployment cycle times significantly. It frees your engineers to focus on what they do best: driving yield, quality, and operational efficiency. Furthermore, it extends secure control to your partners via SecureWise, allowing AI model sharing and monitoring across the entire supply chain.
Centralized and Scalable AI Model Management
Exensio StudioAI provides a comprehensive platform for managing the entire lifecycle of your AI and machine learning models within a single, secure environment. It is engineered to handle the complex demands of semiconductor manufacturing, from initial concept and training to production deployment, monitoring, and eventual retirement. The platform ensures that your teams have a single source of truth for all model lifecycles, enhancing traceability and governance.
Key Solution Highlights:
- Accelerate Time-to-Deployment: Rapidly promote models from concept to production with automated workflows and pre-configured environments.
- Centralize Model Management: Maintain a single source of truth for model lifecycles, with full traceability from training data to production model.
- Automate Execution: Trigger analysis immediately based on manufacturing events, enabling real-time process control and decision-making.
- Orchestrate Complex Inference: Execute complex data feed-forward analysis flows, integrating multiple models and data sources for superior insights.
- Edge Deployment: Support the deployment of models on the manufacturing floor or at remote test sites where they will be used for inference.
Generic AI solutions often fall short in the specialized environment of semiconductor test and manufacturing. StudioAI enables the creation of purpose-trained ML models that are more selective and result in lower overkill. By operating across multiple dimensions efficiently, these models deliver a superior capture rate with lower overhead.