October 17, 2026
Dear [Hiring manager's name],
As Chief Operating Officer at Ferrow Distribution Partners, I scaled our distribution network from 4 to 11 centers over three years while improving on-time delivery from 89% to 98.5% and cutting cost per shipment 17%. I'm applying for the Chief Operating Officer role at [Company name] because that kind of multi-site scaling, without service quality slipping, is exactly the operating challenge ahead of your business.
I redesigned our order fulfillment process, cutting average cycle time from 3.2 days to 1.1 days across a network processing 40,000 orders monthly, and I renegotiated our top 12 supplier contracts, avoiding $4.2 million in annualized cost while improving average lead time from 21 days to 14. A weekly KPI dashboard I built across six business units cut the time to detect a service failure from 9 days to same-day.
Earlier, as VP of Operations at Danvers Manufacturing, I implemented a Lean production system that reduced scrap rate from 6.4% to 2.1% and increased daily throughput 24% across two plants. I hold a Lean Six Sigma Black Belt and the CSCP, and I currently own a $58 million operating budget and six direct reports across warehousing, logistics and quality.
I'd welcome a conversation about which of [Company name]'s sites or systems need the most attention first and how I'd sequence the first year of scaling. I'm glad to share detailed operating metrics from my current role.
Sincerely,
Leon Wright
