← All case studiesIllustrative example
Industry
Financial services
Focus
Customer complaints
Sorting complaints and finding root causes
Complaints are grouped by category, each on a response clock, with common causes summarised.
01
The challenge
- —Complaints arrive through many channels.
- —Categorising them by hand is slow and inconsistent.
- —Repeat causes are only noticed late.
02
What the system does
- —Reads and categorises each complaint.
- —Tracks the response deadline for every case.
- —Groups cases to surface recurring causes.
03
What the team sees
- —One inbox with every complaint and its clock.
- —Root-cause summaries by category.
- —A draft periodic return layout.
04
Next steps
- —Open the demo with sample complaints.
- —Agree your categories and response times.
- —Pilot on one channel before adding others.
Based on the Complaints Handling demo.
This is an illustrative example built on synthetic data. It does not describe a real client, and no results are claimed.
