What the operation needed.
Quality reporting and roster decisions are scattered across disconnected spreadsheets, obscuring exceptions, ownership, and follow-up.
All systems
04
Laboratory operations intelligence
LabPulse
Quality KPIs, 24/7 rostering, workforce, leave, corrective actions, and management review in one command centre.
verified94 engine assertions and 36 browser checks passed; 287 hours/year modeled.
How the system responds.
A connected operating system for KPI governance, competency-aware rostering, management review, leave workflows, CAPA, and reporting.
Evidence register
What is on the record.
Implementation evidence is deliberately separated from modeled or illustrative benefit.
94 engine assertions passed
36 browser checks passed
Quality and workforce workflows connected
287 hours/year is a modeled benefit, not a measured operational result.
My role
Domain research, product architecture, workflow design, and implementation.
System screens
Designed as a workflow,
not a single dashboard.
