Design-for-Testability in the AI era

Discover why Design-for-Testability is becoming a strategic imperative to ensure reliability, scalability and trust in AI-driven semiconductor systems.
Design-for-Testability in the AI era

The is undergoing a fundamental transformation. Growing system complexity—driven by accelerators, heterogeneous architectures and chiplet-based designs—has made testing not only more challenging but also more critical to business success. Traditional approaches that treat testing as a downstream activity are no longer sufficient. This whitepaper explores why Design-for-Testability (DFT) must evolve from a late-stage consideration into a core architectural discipline. It empowers organizations to build reliable, scalable and trustworthy silicon from the ground up.

Semiconductor products are increasingly deployed in safety-critical environments where even minor defects can have severe consequences. Relying on DFT as a late-stage validation step leads to limited defect visibility, higher costs and delayed time-to-market.

Embedding DFT early in the design lifecycle enables organizations to improve reliability, accelerate yield learning, reduce costly rework and build long-term customer trust. As a result, DFT becomes a strategic, board-level priority rather than a technical afterthought.

Key highlights

DFT as a strategic discipline:

Moves from a late-stage activity to an integral part of chip architecture and product strategy.

Shift-left, architecture-aware approach:

Integrates testability across design, verification and manufacturing to reduce downstream risks.

Scalable and hierarchical methodologies:

Enables testing across IP, subsystems, full-chip and advanced packaging environments.

Diagnosis-driven test design:

Improves yield learning and accelerates first-silicon debug cycles

Direct impact on business performance:

Enhances reliability, reduces costs, shortens time-to-market and strengthens market credibility

Download the whitepaper to understand how elevating design-for-testability can transform semiconductor reliability, accelerate innovation and strengthen silicon trust at scale.

ERS Engineering Whitepaper Design-for-Testability in the AI era