VARUN LOGIX

Blog by VARUN LOGIX

The 96% Accuracy Ceiling Problem
Most in-house fulfillment teams hit a hard accuracy ceiling at 95–96%. This post explains why effort stops working at scale, what systems are missing, and how operators actually push accuracy higher.
02.01.26 08:43 PM - Comment(s)
Volumetric Weight is the "Air Tax" Eating Your Margins

Most D2C founders in India spend weeks negotiating ₹2 off their shipping rates with aggregators. Yet, many overlook the nuances of volumetric weight calculation in India, causing them to lose ₹20 to ₹35 per order simply due to poor box selection.

In logistics, you don’t just pay for weight; you pay f...
01.01.26 04:19 PM - Comment(s)
The Indian RTO Triangle: Address → Courier → Delivery Window

Return-to-Origin (RTO) is not caused by “customer refusal.”

For Indian D2C brands processing 50–100 orders per day, RTO is the result of three operational failures that work together like a geometric triangle:
06.12.25 10:42 PM - Comment(s)
Why Indian Brands Lose 3–7% Inventory Every Quarter — And How to Fix It

Most Indian brands processing 50–100+ orders per day lose 3–7% of their inventory every quarter — quietly, without any theft involved.

Founders usually notice it only when:

      • Stockouts increase
      • Dispatch accuracy falls
      • Marketplaces penalize delays
      • Returns spike
      • Margins shrink
      • Cash flow tightens
Inventory accur...
05.12.25 08:47 PM - Comment(s)