AI Patient Feedback System for Hospital Chains — Ticvic Case Study
Case Studies / Healthcare
Healthcare · AI

Patients finally see that their feedback changed something.

A closed-loop, AI-powered feedback system across a UAE hospital group — every complaint routed, resolved, and reported back.

78%
Patient satisfaction
80%
Issues closed-loop
The ClientAhalia Group, UAE — a multi-facility hospital group.
01

The Challenge

Feedback went in; nothing visibly came out.

✕No tracking of feedback progress or resolution
✕Patients never learned what actions were taken
✕No departmental analytics or reporting
02

What We Built

A multi-tenant SaaS platform managing the full feedback lifecycle.

✓Bedside survey app covering nursing, rooms, housekeeping, maintenance, food, OT waiting
✓Intelligent routing of each issue to the owning department
✓Automated patient communication when issues close
✓ML-based feedback analysis by theme and department
03

The Stack

PHPCodeIgniterjQueryApache CordovaSeleniumAdobe XD
04

The Results

Numbers from production operation — not projections.

78%
Patient Satisfaction Index
80%
Of reported issues closed through the loop
100%
Cleanliness score
Ticvic went above and beyond our expectations. The quality of their work is truly commendable, and they completed the implementation well within the agreed timeline.
SujishManager – IT, Ahalia Group
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