Engineering Data Management for AI-Ready Semiconductor Design

[Erkan Teskancan]

## Engineering Data Management for AI-Ready Semiconductor Design

Keysight Technologies has introduced an advanced engineering data management platform called SOS Enterprise, designed to address fragmented and poorly managed engineering data—a fundamental issue hindering the widespread use of artificial intelligence (AI) in semiconductor design. This solution targets complex electronic and semiconductor development environments where design information is spread across multiple teams, tools, and storage systems.

With the acceleration of semiconductor design cycles, the quantity and variety of engineering information generated during projects have significantly increased. This data is often held in various systems in different locations, leading to engineers wasting time accessing correct versions and resolving inconsistencies without structured management and traceability. This situation not only delays the development process but also undermines confidence in automation tools, and even AI applications.

### SOS Enterprise Features

• Consolidates all engineering data into a single, managed data repository.
• Manages design files, verification results, and IP libraries as versioned, traceable assets.
• Generates audit trails with automated compliance tracking and supports regulatory requirements.
• Ensures data security with role-based access control and geographic restrictions.
• Supports the automation of custom workflows throughout the design lifecycle.

SOS Enterprise offers significant advantages in the development of complex semiconductor and electronic systems in fields such as aerospace, defense, automotive, and high-performance computing. The platform allows engineers to find and use verified design components from a central repository, reducing development costs and shortening project timelines.

### Preparation for AI Integration
By focusing on the structuring and traceability of engineering data, this platform establishes the standard information infrastructure necessary for AI and machine learning tools to produce reliable results. By eliminating data silos, it enables the seamless integration of technologies such as advanced analytics, AI-powered automation, and intelligent design exploration into workflows.

Keysight Technologies' SOS Enterprise platform supports the broader adoption of AI in the industry by standardizing data management in semiconductor design.