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## The problemOperations leaders making the call to add coordinator headcount are guessing. Workload is eyeballed, individual throughput lives in someone's head, and the senior executive asking for a hiring-trigger metric gets a story instead of a number. Either the team gets stretched too thin or headcount gets added too soon.## What this app doesA productivity dashboard surfaces transaction lines keyed per coordinator on a rolling four-week average. A team summary row shows total throughput against a defined hiring threshold with a green, yellow, or red staffing signal. A leaderboard ranks individual workload so day-to-day balancing happens before someone hits burnout. A 12-week trend line turns the executive briefing into a data presentation. A workload-forecast teaser hints at where the team will be in N weeks.## Key takeaways- Coordinator-level throughput, not gut feel- Hiring threshold visible at a glance- Daily workload balancing for the floor manager- Trend line ready for executive briefings## Who it's forSales operations, customer service, and shared-services leaders managing transaction-processing teams in manufacturing and distribution.