Bangalore - Electronic City
Warehousing and e-commerce fulfilment from Electronic City, serving the Bangalore technology manufacturing belt.
Fulfilment behaves differently from industrial warehousing
The Bangalore belt skews toward electronics, technology manufacturing and direct-to-consumer brands, and each of those pulls a warehouse away from the industrial pattern.
Order profiles are the clearest difference. Industrial inbound moves in predictable quantities to a handful of destinations; fulfilment moves single units to many, with demand that spikes around promotions rather than following a production plan. That changes the bottleneck from storage to pick throughput and from dispatch volume to dispatch accuracy, because a mis-pick reaches a named customer rather than a goods-in bay.
Returns are the second difference, and the one most often underestimated. A fulfilment operation without a defined returns process accumulates unassessed stock that loses value while it waits, which is why disposition speed belongs in the design from the start rather than being added once volume arrives.
What we run at Bangalore
The Electronic City site handles warehousing and e-commerce fulfilment - order picking, dispatch and returns handling.
For brands moving from a single warehouse into a multi-site network, this site is usually discussed alongside the question of which location should serve which demand, which is a network design question before it is a warehousing one.
Plan for the peak, not the average
Fulfilment demand does not follow a production plan; it follows promotions, launches and seasons. A site sized for average daily orders will be comfortable most of the year and fail on the days that matter most commercially.
The useful inputs are therefore distributional rather than average: how many times a year volume runs at several multiples of a normal day, how long those periods last, and how much notice there is. A two-day spike with three weeks' notice is a staffing problem. An unannounced spike is a capacity problem, and they have different solutions.
Capacity for the peak is rarely worth holding permanently. What is worth designing permanently is the ability to surge - pick paths that can absorb additional people without them colliding, a packing area that can extend, and a returns process that does not seize when the wave comes back three weeks later. That last one is the most commonly missed: a promotion generates its returns after the operation has relaxed.
It also affects allocation. During a peak, serving from whichever site holds stock rather than the site that owns the account is often the difference between fulfilling an order and cancelling it.
- Size for the peak's shape - frequency, duration and notice - not its average.
- Design for surging labour rather than holding idle capacity.
- Plan the returns wave that follows a promotion, not just the outbound one.