Client stories
Feedback from facility managers and clinical leads who received ward dashboards, queue analyses, and monthly report packs from our Klang team.
The bed-turnover chart for our medical wards finally showed why Friday discharges lagged behind admissions. Our nursing director used it in the JKN Selangor quarterly review — the annotations explained the spikes without us needing to defend every number.
— Puan Sharifah H., Ward Manager, private hospital, Shah Alam
Queue analysis for our three polyclinic sessions was thorough. One chart was harder to read at first because our session labels were inconsistent; Gatewaystack Hub revised it within a week after we sent corrected register codes.
— Dr. Lim W.K., Medical Officer-in-Charge, Klang district clinic
We asked for roster overlays during a particularly difficult flu season. The charts confirmed what charge nurses suspected — night shift on Ward 4B was short two weekends in a row when admissions peaked. Useful, though I wish the first draft had included public holiday shifts; that came in the revision.
— Mr. Rajan S., Nursing Operations Supervisor, specialist centre, Petaling Jaya
Monthly retainer reports arrive on time and the commentary section saves me rewriting the same explanations for our CEO each month. The fee is reasonable for what would take our admin staff days to compile poorly.
— Ms. Tan Y.L., Hospital Administrator, day-surgery centre, Kuala Lumpur
Case: Reducing afternoon clinic overruns at a Klang polyclinic
Dr. Lim's clinic ran morning and afternoon sessions with a shared registration counter. Patients regularly waited past the scheduled session end in the afternoon block, but the team could not tell whether the bottleneck was late arrivals, slow registration, or consultation overruns.
Gatewaystack Hub received twelve weeks of appointment registers with registration timestamps and consultation start/end times (where recorded). We mapped wait-time distributions by arrival window and produced a session comparison chart showing that 68% of afternoon overruns began with patients who arrived within fifteen minutes of session start — registration, not consultation length, was the primary delay.
Dr. Lim opened the registration counter thirty minutes earlier for the afternoon session. A follow-up analysis eight weeks later showed median wait times dropped from 47 to 31 minutes. The revised chart was included as an appendix to the original report at no additional charge.
Case: Ward 3A discharge planning review at a Shah Alam hospital
Puan Sharifah needed evidence for a discharge planning review covering four medical wards over six months. Her team exported discharge summaries and daily census counts but struggled to present turnover patterns in a format the medical director would accept.
Our commission produced weekly bed-turnover charts, length-of-stay bands by diagnosis group, and an annotated commentary noting that Ward 3A's Friday discharge count consistently fell 22% below the weekly average — correlated with fewer physiotherapy slots on Fridays rather than clinical hold-ups.
The hospital used the charts in a cross-department meeting and adjusted Friday physio rostering. Puan Sharifah noted the laminated A2 print set remained posted at the nursing station for three months after delivery.