Service / 01 — Platform Validation

Data server platform validation.

Pre- and post-silicon validation across core, memory, I/O, power, thermal, performance, and electrical domains. Built to the standards Qualcomm, Broadcom, Intel, AMD, and Nvidia run on their own platforms before shipping.

Why we validate here

Where silicon meets reality.

Modern silicon is fragile in subtle ways. A processor that simulates clean can still fail intermittently in the field at high temperature, under voltage droop, on a specific I/O pattern, or when DDR refresh aligns with a particular workload. Catching those failures is a discipline.

Platform validation is what happens between chips that work and chips that ship. It is rigorous, expensive, and unglamorous — and the leading semiconductor and platform companies pour enormous resources into it precisely because the field cost of an undetected bug is catastrophic.

We bring the methodology and the muscle: test infrastructure, automation, characterization, debug, and root-cause across the full validation matrix that platform vendors care about.

Capabilities

What we actually do.

/ 01

Core / CPU validation

Architectural and microarchitectural compliance, ISA conformance, IPC characterization, errata isolation, and corner-case stress under all P-state and C-state transitions.

/ 02

Memory subsystem validation

DDR4 / DDR5 / LPDDR5 / HBM3 training, margining, refresh-corner stress, ECC injection, NUMA latency, and bandwidth envelope characterization across temperature.

/ 03

I/O validation

PCIe Gen4 / Gen5 / Gen6, CXL 1.1 / 2.0 / 3.0, USB4 / Thunderbolt, Ethernet 100/200/400G, SATA, and proprietary high-speed serial. Eye margining, jitter, equalization.

/ 04

Power validation

Voltage rail margining, droop characterization, dynamic and static power across workloads, sleep-state entry/exit, and power-management firmware compliance.

/ 05

Thermal validation

Junction-temperature characterization, thermal-throttling correctness, hotspot mapping with IR / thermocouple instrumentation, and TDP envelope verification.

/ 06

Performance validation

Industry benchmark suites (SPEC CPU / SPEC Power, MLPerf, STREAM, etc.) plus customer workload replay. Performance regression and uplift attribution.

/ 07

Electrical & signal integrity

Pre-silicon SI/PI simulation, post-silicon validation against compliance masks, oscilloscope and BERT measurement, and S-parameter de-embedding.

/ 08

Test automation & infrastructure

Test framework engineering, lab equipment automation, distributed test orchestration, results database, and statistical regression analysis at fleet scale.

Stack

The tools we work with.

A practical, opinionated stack — chosen for production reliability, not novelty. We add to it carefully, and we share what we learn.

Standards & specs

  • JEDEC DDR4/5/LPDDR5
  • PCIe / CXL
  • USB4 / TB4
  • Ethernet 802.3
  • ACPI / UEFI

Test instrumentation

  • Keysight / Teledyne BERT
  • Agilent oscilloscopes
  • FLIR thermal
  • Yokogawa power
  • PROTOCOL analyzers

Workloads & benchmarks

  • SPEC CPU 2017
  • SPEC Power
  • MLPerf
  • STREAM
  • fio / iperf3
  • Customer traces

Automation

  • Python (pytest, nose)
  • C / C++
  • LabVIEW
  • Jenkins / GitLab CI
  • Ansible / SaltStack

Data & analytics

  • InfluxDB / TimescaleDB
  • Grafana
  • JMP / Minitab
  • Pandas / NumPy

Bring-up & debug

  • JTAG / boundary scan
  • Lauterbach TRACE32
  • ITP probes
  • Logic analyzer
  • Protocol decoders
Outcomes

What an engagement looks like.

Engagement model Pre-silicon, post-silicon, or sustaining engagements8 weeks to multi-quarter programs
Typical deliverables Test plans, automation, characterization reports, errataSign-off documentation for tape-out / RTM
Quality bar 100% test coverage of validation matrix, statistical confidenceDefect-density tracked through silicon revs
Hand-off & ownership All test code, infrastructure, and reportsOptional retainer through sustaining phase
Talk to us

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We work with a small number of partners each year. The right first step is usually a conversation. Or look at what we build.

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