Raghav Mittal
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Operations· May 16, 2026· 3 min read

Where Manual Dispatch Loops Quietly Kill Delivery Margin

How dispatch lag, spreadsheet relays, and unclear ownership compound into expensive operational drag.

Where Manual Dispatch Loops Quietly Kill Delivery Margin

Most dispatch problems do not begin at the rider level. They begin in handoffs.

The pattern

A sale happens, someone exports a sheet, another person copies addresses, then a warehouse team waits for someone else to confirm. Every relay is a leak.

What to instrument

  • Order-to-pack time
  • Pack-to-assign time
  • Assign-to-out-for-delivery time
  • Exception handling time

Once those intervals are visible, the right automation becomes obvious. You stop arguing about effort and start fixing the true choke point.

Turn the idea into a working system

Have a bottleneck that needs an accountable owner?

Send me the problem, where it is getting stuck, and what a useful outcome looks like. I will reply with the clearest next step.

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