Melotte Consulting

Case study

Real-time dashboard for shop floor visibility

A live operational dashboard that stayed up to date through event-driven updates instead of noisy polling.

Operational reporting live update surface event-driven refresh

Delivery stack

  • Tape
  • Node.js
  • Express
  • Tailscale

Challenge

The client needed a real-time, internal-facing dashboard that could reflect changing production data clearly on the shop floor.

Outcome

A Node.js dashboard received secure webhook updates and refreshed only when relevant records changed, improving visibility without unnecessary system noise.

This project was not about making reporting prettier. It was about making it timely enough to be useful.

The dashboard consumed updates through a secure webhook path so the system could react when something important changed rather than polling continuously and wasting effort.

Result

Teams gained a surface they could actually look at during the day, with fresher operational context and less lag between an event and the decision that followed it.

What this example shows

  • The work started from a real operational pressure point rather than a generic desire to modernise.
  • The delivery shape was chosen to make the system usable and trustworthy in live conditions.
  • The outcome matters because the team was left with something clearer and calmer to work with afterwards.

Need a similar delivery shape?

If the friction sounds familiar, start with the workflow, reporting gap, migration, or client-facing surface that already feels harder to trust than it should. That is usually enough to shape the first useful scope.