The Triage Engine
Hybrid Gmail-to-Calendar Orchestration & Life Triage
Design Showcase
1 ImagesOverview
The Triage Engine is a sophisticated hybrid parser that transforms raw email noise into structured presence. It ensures that critical family communications—specifically those involving my children Liam, Dylan, and Robyn—never stay buried in the noise. By using specialised airline parsers and a strategic priority layer, it protects the boundaries between 'High-Velocity Business' and 'High-Value Family Life'.
The Origin Story
The kids come first. I built the Triage Engine during a period of severe personal overwhelm to carry the mental load of single parenthood. By writing my children's names (Liam, Dylan, and Robyn) into my code, I ensure that my system prioritises school assemblies and non-uniform days over generic business noise: protecting my presence as a parent while I build high-level architecture.
ROIReal-World Impact
Achieved a 95% accuracy rate in automated event creation. The system reclaims 10+ hours of administrative focus per month by turning the inbox into a passive source of calendar truth.
Challenge
Generic scheduling tools fail to handle 'Messy' real-world data like airline confirmations or localised personal mentions. This leads to missed deadlines, scheduling conflicts, and constant administrative friction.
Solution
A production-grade script with 600+ lines of deterministic logic. It features custom regex parsers for structured airline data and a unique 'Strategic Trigger' layer that scans for family-specific keywords: automatically creating reminders that respect the boundaries between business and life.
Business Impact & Scalability
This project isn't just code; it's a strategic asset designed to eliminate operational friction and drive measurable conversion. By focusing on Google Apps Script and Gmail API, we ensured a foundation that scales with enterprise demand.