Case Study · Customer Support · Royal Master Grinders

Give your engineers their week back.

“Tracebook put our engineers back in engineering instead of customer support.”— John, CEO, Royal Master Grinders
AI assistant answering technical support questions with cited sources

The situation

Royal Master Grinders, a maker of precision grinding machines, ran lean: its small engineering team doubled as front-line tech support. Every call about a setting buried in a manual was an hour not spent on product work — and as the install base grew, the support load grew with it.

The challenge

Support couldn't scale without either pulling engineers off revenue-generating work or standing up a support team the business didn't have budget for. The knowledge customers needed already existed — in PDFs, schematics, and years of resolved tickets — but nobody could search it fast enough to answer in the moment.

The solution

Mr. IIoT deployed Tracebook, white-labeled under Royal Master's brand and trained on their manuals, schematics, videos, and past tickets. Customers now ask in plain language — or with a photo of a fault screen — and get a cited answer in seconds, scoped to their machine's serial number. Only genuinely new issues escalate to a human, and every resolution feeds back into the knowledge base.

The goal wasn't to replace the engineers — it was to stop interrupting them for questions a well-trained assistant can answer in 45 seconds.

The result

  • Routine questions get answered without an engineer in the loop.
  • Engineers reclaim hours each week for product work and revenue projects.
  • Customers get faster, consistent answers — around the clock.
  • Support capacity scales with sales, not with headcount.

Royal Master Grinders

A manufacturer of precision grinding machines.

Mr. IIoT

Industrial IoT and systems engineering — including Tracebook, AI tech support for machine OEMs.

Explore Tracebook · chris@mriiot.com

Whose time could you give back?

If your best people are stuck answering the same questions, let's fix that.