E-commerce Fulfilment in India: The Operations Behind the Order (2026 Guide)

An e-commerce fulfilment centre in India is where an order stops being a row in a dashboard and becomes a scanned parcel on a courier van. Between the checkout tap and the pickup scan sits a fixed sequence - pull the order, allocate the stock, pick the line, pack the box, print the label and invoice, verify the weight, close the manifest, hand over the bag - and almost every late dispatch, wrong item and stock mismatch a seller has apologised for was born inside it.

Key takeaways

• Every order runs the same eight steps: pull, allocate, pick, pack, label, invoice, manifest, handover. Dispatch speed comes from how firmly the cut-off is held, not from the size of the building.
• A seller gives up the floor, the racking, the labour and the dispatch desk. Three things never move: the catalogue, the price and the P&L.
• Returns and RTO are a second flow through the same four walls, graded into four destinations: the sellable racks, repacking, a markdown channel, or back to the seller.
• Lozy's e-commerce service starts at ₹4,999 per month on the e-commerce warehousing plan, with racked space from ₹14 per sq ft per month on on-demand warehouse space and festive overflow from ₹1,299 per month. Every figure is a published floor, not a quote.

Fulfilment is sold by the square foot and judged by the minute, which is why the e-commerce and retail warehousing desk is staffed around order flow rather than floor area. The companion post on fulfilment centre versus warehouse covers the difference; this one covers the work.

Inside an e-commerce fulfilment centre in India: order to dispatch

A live order passes five stations, and sequence is where orders are won or lost.

From order pull to allocation

The order does not arrive when the customer taps pay; it arrives when the centre's order layer next pulls it from each marketplace API and from your storefront. That makes the cut-off time, not the order time, the first real number in the operation: an order landing before the cut-off is picked today, one landing after it tomorrow, which explains a large share of "where is my order" tickets. Marketplace orders arrive on the marketplace's ship-by clock with its label and courier, while website orders need a label from your courier account or an aggregator.

Allocation follows, and it makes or spoils the day: stock is reserved, and the failure mode is a sync gap where a listing still shows a unit already allocated elsewhere, so it sells twice and nobody finds out until a picker faces an empty bin. A short pick is usually a stale count rather than a lost parcel, and the defence is a running, dated, SKU-wise ledger - which is why an inventory-led warehousing plan behaves differently from a rented bay: there, the stock position is the service rather than the floor.

The pick path

How an order is picked depends on what is in it. A single-line order for a bulky item is one person, one bin, one walk; a batch going to the same courier zone is picked together, ten orders on one loop around the racks, because the walking is the labour and the picking is the easy part. Fast movers belong nearest the pack bench and slow movers furthest away, and that layout should come from your own sales data - which is why a SKU velocity list is one of the most useful things a seller hands over in week one. Accuracy is designed in by scanning each unit at the beam; where a line is missing, the centre can hold the order and report it, split it so the available lines go now, or substitute if you have authorised that.

The pack station

The pack bench is the quality gate: every item is scanned against the order once more as it goes into the box, the cheapest control against the wrong-item return that costs freight both ways. Packaging is matched to the product - a polymailer for a soft good, a rigid carton for anything that chips, dunnage so contents do not rattle - and brand inserts go in here. Weight is the step sellers never watch and always pay for: couriers bill on chargeable weight, the greater of actual weight and the volumetric weight the box dimensions imply, so an oversized carton for a light product is billed as though it were heavy.

Label, invoice and manifest

Three documents travel with an e-commerce parcel and print at the same desk. The label carries the AWB number, the barcode the network scans at every hop, and the destination pin code. The invoice is the GST document for the supply, drawn from your GST details - a composition dealer's papers are a bill of supply rather than a tax invoice - and movement documentation follows consignment value and destination, so it is confirmed per lane rather than assumed.

The manifest is what separates a parcel from postage: before a vehicle leaves, every parcel in that pickup is scanned onto a manifest for that courier, and the manifest is the record of what was handed over. A parcel in the van but not on the manifest has not been dispatched, and one on the manifest but not in the van becomes a courier claim rather than a mystery. With two couriers - and a mixed catalogue usually wants two, since a 5kg carton and a 200g mailer rarely belong on one rate card - the manifest closes once per courier, per pickup, and that pickup scan is the timestamp every delivery promise is settled against.

Handover, pickup and the first mile

After the manifest the parcel leaves the seller's world, and the distance from the gate to the courier's first hub is the part of the promise that premises decide: a bay on the Gurugram side or in Noida sits a short run from the region's pickup routes, while the NH-48 and NH-44 corridors carry the line-haul out of Delhi NCR. The last loop the seller sees is the delivery exception: when a courier cannot deliver - buyer unavailable, address incomplete, cash on delivery refused - it raises a non-delivery report, and someone has to answer inside the courier's window or the parcel is marked RTO.

What the seller still runs, and what leaves the building

Outsourcing fulfilment is not outsourcing the business, and the split between the two sides is worth being explicit about.

What stays with you

The catalogue and its content - titles, images, specs, HSN codes - are yours, and they decide how many returns you get before anything is packed. Price, promotions, ad spend, cost of goods and the P&L are yours, as are the brand packaging and the insert in the box. The tax position is yours, because the supply is yours and the filings do not move to a warehouse. The refund decision is yours, because the buyer bought from you.

What moves out

What the partner takes on is everything that has to be paid for and rota-ed: floor and racking, pickers and packers with their supervision, packaging consumables, printers and label stock, benches and scales, and the dispatch desk with its courier relationships. The floor itself can come on whatever basis fits - a rented warehouse for rent position, a business warehousing bay with handling inside the plan, or an inventory-led arrangement where you pay for the stock held rather than the area carrying it.

Getting stock in: ASN, goods receipt and barcodes

Inbound is where a seller's own discipline shows up on the bill. Announce the stock before it arrives: an advance shipment notice listing SKU codes, quantities and box numbers lets the centre book labour and space and turns a delivery into an inward, and boxes are counted against it so a goods receipt note can be raised, with shortages, wrong SKUs and transit damage photographed and logged then - a claim surfacing a week later has nothing to stand on. Then the rule that matters more than the rest: every unit needs a unique scannable barcode, and a printed logo is not one. A unit that cannot be picked by scan is picked by eye, so it is eventually picked wrong. Where there is no usable barcode, ask for labelling at inward, and capture batch, expiry or serial data then too, because it can never be reconstructed later.

Returns and RTO: where a parcel goes when it comes back

Every unit dispatched is a unit that may come back, so the reverse flow is a real second operation in the same building.

The forward journey of a return

A return starts as a request on the channel and a reverse pickup, and ends at an inward scan against the original AWB - not in sellable stock. A returned parcel is suspect until it is checked, and stock put straight back on the racks is how a damaged or wrong item reaches a second customer. RTO is the cousin of a return and never involved the buyer agreeing to anything: the courier attempted delivery and failed, because nobody was available, the delivery was refused, a cash-on-delivery order went unpaid, or the address could not be served. That is why address quality at the pack bench is a returns-prevention tool.

Quality grading and the four destinations

A returned unit is opened, checked and graded, and the grade decides its next life. Grade A is untouched and goes straight back on the shelf and into the listing. Grade B needs repacking or refurbishing - a new mailer, a cleaned surface, a replacement accessory - before it is restocked. Grade C is intact but no longer new-looking and belongs in a markdown or resale channel. An unserviceable unit is documented and returned to you or disposed of with a record. Photographs at inward, tagged to the original AWB and the grade, are what make the register believable to a marketplace, a courier or an insurer.

RTO: the leg the seller does not control

RTO stock arrives in waves a week or two after dispatch, often while the same SKU is short on the forward side, so a seller can be out of stock for buyers and holding unsellable returns at once. The commercial side is the seller's: marketplace policy and consumer-facing rules make refunds an obligation rather than a courtesy, while the decision on partial refunds, goodwill and reshipping stays with you. What the operation owes is speed of grading and a clean register, because every extra day a grade-A unit spends in the cage is a day it is not selling. The reverse logistics and returns warehousing guide takes the architecture further; the reverse flow needs its own space, desk and report.

Festive peak: what changes, and when to plan it

Peak is not a busier week, it is a different operation in the same building, and nothing that matters is bought late.

The planning calendar

The work runs backwards from the sale calendar, which marketplaces publish weeks in advance. Eight to twelve weeks out is forecast and positioning: an SKU-level view of what should sell, a call on what sits in which city so the first mile and the line-haul are both short, and a booking for overflow space and seasonal labour before the good positions go. Four to six weeks out is materials - packaging stock, label consumables, brand inserts, and pre-kitting of gift packs. Two weeks out is people and stock truth: training the additional packers on your actual products, and a cycle count so the peak starts from a position that is right. The sale week is execution: dedicated pick lanes for the fastest movers, a longer cut-off if the courier will hold the pickup, and a named person on the non-delivery reports. Then comes the part sellers forget - the weeks after, when the reverse wave arrives and the returns desk is the busiest place in the building.

What actually breaks at peak

Packaging material runs out first, every year, because it is bought in the same week everybody else buys it. Pack-bench capacity rather than pick capacity is usually the bottleneck, since picking gets faster with practice and packing does not, so benches and scales cap a peak day. Courier pickup slots tighten as the whole market ships at once, which makes a second courier on the manifest insurance rather than inefficiency. Label stock, printer consumables and a single weighing scale are all single points of failure that cost an afternoon when they go. Staff trained on a quiet catalogue the week before will make wrong-item errors on a fast one, so verification scans matter more at peak, not less.

In-house desk versus a fulfilment partner

The table compares the two routes on what actually differs. Read the cost basis row first.

The hybrid is more common than either pure route: keep the bulk where it is cheapest and put the pick, pack and dispatch work where the courier network is. The third-party warehousing picture in Delhi NCR is worth reading before that call.

What e-commerce fulfilment costs

Rates are published against the individual service rather than as one blended figure, because a blended number hides which part you are paying for:

• E-commerce warehousing - from ₹4,999 per month on the e-commerce warehousing service, the order-handling plan most online sellers start on.
• Inventory-led storage - from ₹4,499 per month on inventory warehousing, where the bill follows the running stock position rather than the floor area.
• Racked or managed space - from ₹14 per sq ft per month on on-demand warehouse space and on business warehousing space.
• Plain space and festive overflow - from ₹12 per sq ft per month on warehouse space, and from ₹1,299 per month on seasonal warehousing for stock that only needs a home during a sale.

All are floors, not quotes, billed monthly with a GST invoice and no long lock-in - and none describes the whole bill, because courier freight, packaging consumables and any per-order handling sit outside the storage rate. The useful question is not what the rate is, but what is inside the plan. The published bases sit together on the Lozy pricing page.

What moves the number

• SKU count and shape. Two hundred slow-moving SKUs take more rack space and pick travel than twenty fast ones, and bulky goods take floor a smalls catalogue never will.
• Lines per order. A three-line order costs roughly three picks and one pack; a single-line order costs one of each.
• Packaging specification. Rigid cartons, inserts, fragile protection and gift wrapping cost material and bench time, and an oversized box costs freight as well.
• Return rate and cash-on-delivery share. Every return is a second handling cycle plus a grading decision; cash on delivery adds collection, reconciliation and a higher refusal rate.
• Peak intensity. A volume that multiplies for six weeks needs space and people that sit idle the other forty-six, which is why overflow is bought by the month.

A worked example: a D2C home-textile brand out of Dwarka

Treat the scenario below as illustrative rather than a real account. A D2C brand selling cotton bed linen and cushions runs a storefront plus two marketplaces, and its stock lands at a shared Dwarka bay a short run from its office. The festive weeks bring gifting bundles that outsell single sets.

Three decisions decide its month. Positioning first: Dwarka keeps the first mile short for NCR and north-bound volume, while part of the stock sits further out so a west-bound consignment does not pay the same line-haul as a Delhi order. Pre-kitting second: the gifting bundle is assembled before the sale window opens, because building three-piece bundles at the bench during the rush is the classic way to miss a cut-off. The return path third: a returned bundle comes back as three units to grade rather than one, so the reverse desk is briefed before the sale. On the bill the brand sees a monthly plan floor, a space basis behind it, and freight as a pass-through - three lines on one invoice, each moving for a different reason. What decides the case is neither the rate nor the pin code: it is the cut-off and the return desk.

What people get wrong, and the records that settle it

Mistakes that cost real money

1. Buying the cheapest square foot. A rate a rupee lower but twenty kilometres further from the courier hub is repaid in line-haul and missed pickup slots every day.
2. Sending stock without a notice, or without barcodes. An unannounced truckload is counted slowly and argued over later; a unit with no scannable code is picked by eye and eventually picked wrong.
3. Assuming the centre owns the customer. The complaint, the refund decision and the brand promise stay with the seller, and a partner answering buyers on your behalf is a risk rather than a bonus.
4. Never reading the reports, then blaming the warehouse. Dispatch turnaround, short picks and returns grades are visible every week; a seller who reads only the invoice is managing by surprise.
5. Leaving peak planning to the sale week. Space, seasonal labour, packaging and courier capacity are booked in advance, so a late start pays peak prices for the leftovers.
6. Treating returns as an afterthought, and syncing stock channel by channel. Without a grading desk, sellable stock sits unsold in a cage and transit damage goes unclaimed; and when each marketplace sees its own number, the same unit sells twice and the seller meets the customer twice.

The records to demand

Fulfilment is a service with physical custody, so the paperwork is how you tell whether it is working. Ask for these before signing.

1. A dated, SKU-wise stock ledger with a reason against every adjustment - dispatch, return, damage, count, correction - downloadable rather than viewable only.
2. An order-level event log: allocation, pick, pack, manifest and pickup times, the AWB, the courier, and the delivery or RTO outcome. This answers why an order was late with a timestamp instead of an opinion.
3. A goods receipt note for every inward, with discrepancies, photographs and the date stock went to bin.
4. A returns and RTO register showing the original AWB, the grade, the photographic record, the disposition, and the date the unit returned to sale.
5. Cycle-count results with the variance and the date of the next count, because an operation that never counts never knows what it is short of.
6. A damage and loss log with courier claim status. Claims have their own window, and one raised after it closes is a loss with a story attached. A regulated operator answers to a published framework - the Warehousing Development and Regulatory Authority is the body behind warehousing standards and negotiable receipt regulation in India - but your own centre's numbers should be on paper regardless.
7. An invoice split into storage, handling and freight, plus the GST documents, and read-only dashboard or API access with a written service definition: cut-off time, dispatch turnaround, accuracy expectation and the response time on non-delivery reports.

How Lozy runs e-commerce fulfilment for online sellers

Lozy runs the storage and the order desk under one roof. The e-commerce warehousing service covers the full sequence - order pull and allocation across marketplaces and your storefront, pick, pack, labelling and invoicing, manifest and courier handover, a returns and RTO desk with grading and photographic records, and a running inventory ledger - billed from ₹4,999 per month on a GST invoice, monthly, with no long lock-in. The e-commerce and retail warehousing desk handles catalogues that need labelling at inward, batch or expiry capture, kitting for bundles, or serial-number records on high-value lines.

Capacity sits on 77+ warehouses and more than a million square feet of live space, with a Delhi NCR base and a PAN-India network, so a seller can hold the bulk in one bay and keep a position nearer a set of buyers where the freight arithmetic says so. The Lozy locations page maps the positions. Festive overflow is taken by the month on seasonal warehousing space, and sellers who want their own area with handling inside it can take a business warehousing plan.

Related reading: the e-commerce warehousing guide covers the storage side of an online catalogue. Bring your SKU count, order sources, returns rate and the cut-off you need to hit, and the FAQ or the contact page is where the reply comes back.

Related guides

• fulfilment centre vs warehouse
• returns and reverse logistics
• e-commerce brand warehousing
• dark stores for quick commerce

Sources. Rates, service scope and network counts come from Lozy's own published pages - the live e-commerce warehousing, inventory, on-demand, seasonal and pricing pages. The GST treatment of an e-commerce supply comes from the GST portal; consumer-facing e-commerce protection measures are published through the Press Information Bureau; warehousing standards and negotiable receipt regulation sit with the Warehousing Development and Regulatory Authority; the open network for order discovery is documented at ONDC; and the corridors carrying line-haul out of Delhi NCR are published by NHAI.

Last updated: 14 October 2026. Have a question the FAQ below does not answer? Call +91 93547 12345 or email care@lozy.in.