Silicon photonics wafer testing for AI data center scaling

Silicon Photonics Testing for AI Data Center Scaling

Silicon photonics is moving from design lab to fab floor. As AI infrastructure scales toward multi-terabit optical interconnects, foundries and SiPh manufacturers face a new challenge: sustaining device performance and yield not at prototype volumes, but across full wafer runs. That requires testing built for production — not adapted from it.

Silicon photonic yield inspection

Challenges in Silicon Photonics Testing & Inspection

Silicon photonic devices must maintain tight optical performance across densely integrated structures, where nanometer-scale variations translate directly into insertion loss, coupling inefficiency, and bandwidth penalties. Ensuring yield and scalability requires wafer-level visibility into both structural and optically active defects.

Silicon

Wafer-Scale Yield Without Throughput Compromise

Functional testing of PIC devices at wafer scale has historically required active fiber alignment — slow, iterative, and incompatible with production line economics. As SiPh foundries scale output, the testing step becomes a throughput bottleneck unless it is fully automated and passively aligned.

Root Cause Visibility Across the Process Window

When yield drops, identifying whether the source is a lithography deviation, etch non-uniformity, or coupling misalignment requires more than pass/fail data. Without in-circuit optical visibility, process engineers are left reverse-engineering failures from output measurements — extending debug cycles and delaying corrective action.

Advanced Packaging Escapes Are Costly

Silicon photonic wafers are increasingly integrated into co-packaged optics, optical engines, and chiplet-based architectures. Optical defects or yield outliers that escape wafer-level testing propagate into packaged modules where rework is expensive or impossible. Pre-bond inspection is the last low-cost intervention point.

Why It Matters

Yield in silicon photonics is not a binary problem. Devices that pass basic continuity tests can still carry optical loss, coupling inefficiency, or wavelength instability that degrades system performance after integration. Catching these at wafer level — before dicing, before packaging, before shipment — is the difference between profitable ramp and costly rework.

As SiPh transitions to foundry-scale production, the economics of inspection shift too. The cost of a missed defect compounds with every downstream step. Wafer-level testing that combines throughput with real optical insight is no longer a process engineering nicety — it is a yield management requirement.

Silicon photonics testing technical specifications

Technical Specifications

The table below outlines representative performance targets used to illustrate inspection challenges; actual requirements vary by application and system design.

ParameterExample RequirementHow InZiv Addresses It
Wafer formats200mm, 300mm production wafersGlide-SiPh supports full-wafer automated stepping across both formats; FOUP compatible
Device TypesEdge-coupled and grating-coupled PICsProprietary deep-trench FAU and angled probe configurations handle both architectures
Coupling speed & efficiency2 seconds per device, no active alignmentPassive alignment technology — no hexapod, no iterative tuning, no recalibration
Test coverageInsertion loss, pass/fail, yield mappingMulti-channel optical and electrical characterization
Failure analysisIn-waveguide optical loss localizationOmni-SiPh maps propagation inside the waveguide — not inferred from port measurements
Probe accessBuried and deep-trench structuresCustom deep-trench probes reaching down to 30µm in width trenches, and large Z-scan range
microled wafer testing

GET A CLOSER LOOK

See InZiv in Action

The future of electro-optics begins with InZiv.

We would be happy to schedule a confidential call to discuss your specific needs and answer your questions. We can also provide a confidential demonstration of InZiv’s testing and inspection technology on your sample.

Discover the technology powering the next generation of electro-optical devices.

    circle background