When Metrics Mean Different Things
Restoring decision velocity by aligning conflicting definitions and rebuilding trust in reporting.
View case study →Work
I design systems that hold up in practice — aligning people, process, and data so organisations can make better decisions and execute with confidence.
How This Work Approaches Systems
Most systems don’t fail because of technology.
They fail when alignment, ownership, or clarity break down under pressure.
The case studies below explore how those issues were addressed in practice — through clearer definitions, stronger reporting design, and automation introduced with control rather than disruption.
The examples below illustrate how these ideas were applied in real situations.
Operational Systems
Examples of systems and reporting improvements implemented in organisational environments.
Systems & Reporting Alignment
Establishing shared definitions and ownership to create trusted, decision-ready reporting.
View case study →Automation with Control
Reducing manual effort through automation while maintaining visibility, ownership, and trust.
View case study →Personal Builds
Smaller systems built to explore ideas around automation, integration, and practical problem solving.
The Ginger Arms Ordering System
A small, personal build exploring how simple systems can remove friction in everyday situations.
View case study →ARGUS - A Personal Control System
Designing a personal automation control system that prioritises clarity, observability, and controlled integration over maximum automation.
View case study →New case studies are added as projects reach a stage worth sharing.