Client context

A product development team needed measurable, repeatable mixing trials — not subjective endpoint judgment alone.

Challenge

Off-the-shelf equipment did not capture the process signals required to compare trials and document endpoints.

What changed

  • Developed control and logging for a dedicated laboratory mixer
  • Aligned mechanical setup with structured run workflows
  • Laid groundwork for torque and temperature insight (later productized as MixInsight)

Systems & process impact

  • Documentable measurements for each development run
  • More consistent trial comparison in R&D and QA discussions
  • Clearer link between process parameters and product structure outcomes

Result

Full control, traceable measurements, and a workflow tailored to structured product development.