Rebuilding a training operation under pressure
How process redesign cut cancelled training sessions by 98% and shortened new-hire ramp-up by six weeks — across a training operation serving thousands.
Challenge
A high-volume training operation was losing hundreds of scheduled sessions to cancellations, and new hires were taking far longer to reach the line than the business could afford. Every cancelled session rippled outward — displaced instructors, delayed pipelines, and mounting cost. The system worked, but it wasn't designed to work well, and the pressure only grew as volume climbed.
Audience
Thousands of pilots moving through initial training, upgrades, and recurring checks — plus the instructors, schedulers, and training leadership who kept the operation running.
Constraints
A live, high-stakes operation with no room to pause. Regulatory and safety requirements were non-negotiable. Any change had to work within existing systems and coordinate across multiple teams with competing priorities.
My Role
I supervised and co-supervised a team of roughly 15–20, coordinating daily training operations and helping lead the process improvements that reduced cancellations and ramp-up time. I worked cross-functionally — pilots, instructors, scheduling, training leadership, and operations — to align a system that touched all of them.
Approach
I treated cancellations and delays as symptoms of process, not bad luck. That meant looking upstream: where schedules broke down, where handoffs failed, where the pipeline created its own bottlenecks. I focused on tightening scheduling accuracy, smoothing the handoffs between training phases, and building the coordination habits that kept small problems from cascading into cancelled sessions.
Solution
Redesigned scheduling and coordination processes, supported the shift from traditional training models toward more modern, efficient systems, and built the cross-functional rhythms that held it together — so reliability and speed improved without cutting corners on safety or quality.
Outcome
Cancelled training sessions dropped from roughly 360 to 7. New-hire ramp-up shortened from 127 to 84 days. Bid error held at 0% across cycles.
What This Demonstrates
The ability to diagnose a broken system, drive measurable improvement across teams that don't report to me, and connect operational change to outcomes the business actually cares about. It's the same discipline I bring to designing learning: start with the real problem, fix the system, measure what changes.