Each project below is documented with real methodology, real numbers, and real operational impact — not estimates or projections.
Royal Ambulance was running at 1 incident per every 1,000 transport trips across Santa Clara County — driving vehicle repair costs, increasing legal liability, and pulling units out of rotation. Investigations were reactive and siloed, with no feedback loop into training or policy. No systematic process existed to identify root causes across incident types.
As Operations Supervisor, I led a formal DMAIC improvement project sponsored at the executive level. This project launched in early 2022 — during the tail end of COVID surges — when staffing shortages, crew fatigue, and disrupted training pipelines were all contributing to elevated accident rates. Data was collected from ESO incident reports and driver behavior data from StreetEagle — the fleet's existing GPS platform. Root causes were identified via fishbone analysis and GEMBA walks with field crews across multiple counties. Countermeasures were deployed across three parallel tracks — training, policy, and technology — simultaneously rather than sequentially.
The project delivered hundreds of thousands in direct savings through reduced repair costs, lower insurance premiums, and improved unit availability across Santa Clara County. The gains held — and kept improving — because the system was designed to sustain itself through embedded dashboards, updated SOPs, and a cultural shift in how incidents were investigated and learned from.
A 3% ePCR addenda rate sounds minor — until you do the math. At 36,000 annual transports, that's 1,080 addenda per year, each triggering a multi-step loop: locate the crew, send the addendum, wait for completion, supervisor review, resubmit to billing, repeat if still rejected. This project launched during the Delta and Omicron waves — when crews were exhausted, short-staffed, and working outside their normal routines. Documentation errors spike in exactly those conditions. Addenda consumed roughly 15% of the operations supervisor's workday, every day.
The documentation error itself wasn't the problem — it was the cascade it triggered. Beyond the staff time consumed, each addendum was reported to delay billing by 21 days, even when resolved same-day. At scale, this represented a significant drag on both operational capacity and revenue cycle speed that wasn't being measured or managed.
250+ combined staff hours returned annually. A billing pipeline that moves faster on hundreds of previously delayed trips. A live dashboard that prevents regression. Delivered in six months through targeted training and measurement — no new systems, no major investment.
During a major system transition at Royal Ambulance, supply chain and inventory processes were due for overhaul. Ordering was inefficient, costs were uncontrolled, and the transition window created real risk of operational disruption if mismanaged. The temptation in transitions is to just migrate the old process — we didn't.
In EMS, supply continuity isn't optional. Units can't roll without properly stocked equipment. The challenge was achieving meaningful cost reduction and process improvement simultaneously — while keeping field operations completely uninterrupted. The transition window was the opportunity. Missing it would mean waiting years for the next one.
By treating the transition as an improvement opportunity rather than just a migration, the project delivered lasting efficiency gains embedded in the new system from launch. Supply continuity was maintained throughout — no field impact, no unit downtime. A discipline that compounds: process improvements built into a new system don't require ongoing maintenance to sustain.