DataAxis

Industry

Semiconductors & High-Tech

High-tech manufacturing generates enormous volumes of machine, sensor, and process data. We help semiconductor and high-tech companies turn that data into scalable platforms and ML that improve yield, quality, and engineering velocity.

ASML
Ampleon

Industry challenges

  • Massive, high-velocity machine and sensor data
  • Legacy on-premise data layers that limit scale
  • Long feedback loops between manufacturing and analytics

How we help

  • Cloud lakehouse platforms built for high-volume data
  • Migration of legacy data layers to modern cloud stacks
  • ML for process, quality, and yield optimization

Selected work

ASML

Migrating big-data pipelines from on-premise to Azure Databricks

Re-platformed high-volume engineering data pipelines from a legacy on-premise system onto Azure Databricks, using a CDC-driven medallion lakehouse and a shared, versioned Spark library to power an engineering dashboard.

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