Problem

At a medical-device company, the customer support team was repeatedly asked the same questions — but each agent handled them differently, so the customer experience varied case by case. The team was overwhelmed: stuck in repetitive work, unable to give each case the attention it deserved, and with no time to improve. Manual triage also led to misclassified cases, and those errors propagated to other teams downstream.

Client stack

Goal

Reduce repetitive work, standardize the service, raise quality and consistency, improve the customer experience, and cut the error rate.

Solution

  1. Identified the top 50 customer queries by volume.
  2. Defined a standard, approved response for each one.
  3. Built a Knowledge Base of solution articles — integrated with Freshdesk — to guide both the team and customers through those queries.
  4. Built an AI bot that intakes incoming customer messages, searches the Knowledge Base for a matching solution, and responds automatically.
  5. When no match exists, the gap is captured in a structured log so the team can create a new article — turning every unanswered query into a backlog item, not a dropped ball.

The result was a standardized support process, a consistent experience for customers, time freed for higher-value work, and a more motivated team working on real problems instead of copy-paste replies.