E-commerce and quick commerce staffing that flexes by the hour, not by the month
Ten-minute delivery is a manpower design problem. Demand peaks at lunch, at 7pm, on rainy evenings and on sale days, and the roster has to match those curves store by store — across hundreds of dark stores where a single unmanned shift means orders switched off in that pincode.
Roles, headcount and cities. We aim to send a costed proposal within one working day.
Roles across the fulfilment chain
The chain runs from warehouse inbound to the rider at the door, and a shortfall anywhere in it shows up as a cancelled order.
- ✓Dark stores: pickers, packers, inventory associates, store supervisors
- ✓Fulfilment centres: inbound, putaway, picking, packing, quality, dispatch
- ✓Sortation and hubs: sorters, loaders, scan and bag operations, line haul support
- ✓Last mile: delivery riders, hub associates, returns and RTO processing
- ✓Cold and fresh: chilled zone handlers, fruit and vegetable grading, wastage control
- ✓Support: MHE and forklift operators, housekeeping, security, transport coordination
- ✓Supervision: shift leads, hub in-charge, city-level operations coordinators
An unmanned shift does not slow the store down. It switches it off.
In quick commerce there is no backlog to catch up on. If the store cannot pick, the pincode goes dark and the order goes to a competitor, often for good.
Full-shift staffing means paying for idle hours at 11am and running short at 7pm, in a business where the 7pm shortfall is the entire margin.
Plus rider shortfall at exactly the same peak hours, which turns a picking success into a delivery failure and a refund.
Four-hour blocks matched to each store's demand shape, a floating city pool for surges and absence, and store-level fill visibility for your operations team by shift.
Get a quote →
Rosters, surges, multi-city control
Billed on loaded wage plus service fee, with part-shift blocks costed per hour so you are not paying for idle capacity.
Each store gets its own pattern, because a residential pincode and an office pincode peak at different hours.
Planning back from the sale date
Marketplace sale events are announced weeks ahead and the volume curve is predictable. What breaks them is manpower planned in the last fortnight, and forgetting that returns peak after the sale, not during it.
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1Sale − 8 weeks
Volume to headcount
Your forecast by site becomes a headcount plan by function and shift, with the gap over your base team shown per city.
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2Sale − 6 weeks
Sourcing begins
Returning workers from earlier sales recalled first; fresh sourcing in the catchment of each site, with ID and address checks.
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3Sale − 3 weeks
Induction and system training
Safety induction, scanner and WMS training, and a trial shift on live volume so pick rates are known before the peak.
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4Sale − 1 week
Dry run
Full-strength shifts on pre-sale volume; transport routes, canteen and rest areas tested at peak headcount.
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5Sale days
Hour-by-hour control
Fill rate per shift and per site, backlog watched hourly, and the floating pool moved to wherever the cut-off is at risk.
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6Sale + 2 to 4 weeks
Returns wave and release
Returns and RTO processing crews stay on for the return surge; everyone else is released on agreed dates with settlements paid on time.
Rostering a dark store to its demand curve
Quick-commerce demand has at least two peaks a day, and they differ by pincode. An illustrative weekday pattern for a residential dark store:
| Time block | Typical demand | Staffing approach |
|---|---|---|
| 6 am – 10 am | Morning essentials: milk, bread, fruit | Opening team for receiving and put-away, plus pickers ramping up |
| 10 am – 4 pm | Steady, with a lunch-hour bump | Core team; inventory counts and replenishment done in the lull |
| 5 pm – 11 pm | Evening peak, highest on weekends and rainy days | Maximum pickers and packers; four-hour blocks layered on the core team |
| 11 pm onwards | Low, but not zero, for late-night stores | Minimum crew with a supervisor on call; women on night shifts only with written consent and safe transport |
Your own hourly order data decides the actual blocks. Office-area stores peak at different hours from residential ones.
Two legal models for delivery riders
The Code on Social Security 2020 recognises gig and platform workers for the first time, alongside ordinary employment. Which model a rider sits in changes what is owed.
| Rider on a staffing company payroll | Gig or platform rider | |
|---|---|---|
| Relationship | Employee of the staffing company, deployed to your hub | Independent worker taking jobs through a platform |
| Pay | Monthly wage at or above State minimum, plus incentives | Per-order or per-hour earnings set by the platform |
| Social security | PF, and ESI where gross wages are within ₹21,000 a month; bonus and gratuity rules apply | Aggregator contributions of 1–2% of annual turnover, capped at 5% of amounts paid to gig and platform workers, go to a social security fund |
| Registration | UAN and ESI number from joining | Registration on the e-Shram portal; some States have their own platform-worker laws |
| Best for | Planned hub rosters, dedicated fleets, predictable shifts | Highly variable demand where riders choose their hours |
States such as Rajasthan and Karnataka have enacted their own platform-worker welfare laws; check the State where your riders operate.
What dark stores and fulfilment centres must get right
Speed is the product in quick commerce, which is exactly why safety and hygiene need to be designed in rather than left to the floor.
No speed pressure on riders
Rider incentives are tied to completed deliveries and attendance, never to beating a clock on the road. Helmets are checked at every shift start.
Food-handler hygiene
Dark stores selling food need FSSAI registration or a licence, and pickers handling fresh and chilled items follow the same hygiene rules as food handlers.
Store registration
Dark stores and fulfilment centres register under the State Shops and Establishments Act, which sets opening hours and weekly-off rules alongside the Labour Codes.
Manual handling and racks
Lifting technique, tote weights, ladder use and aisle discipline in stores that were designed for density, not comfort.
Questions operations and HR heads ask us
Answers we give in the first call, written down so you can compare vendors on the same terms.
Get a quote →Can you staff a new dark store in 48 hours?+
That is our target where a local pool already exists — pickers, packers and a supervisor from nearby stores. In a new city, plan seven to ten days to build the pool before the first store opens.
How do you handle the twice-daily demand peak?+
Part-shift blocks of four and six hours rostered against each store's own demand curve, plus a floating city pool for absence and unexpected surges. Full-shift-only staffing is what makes this model expensive.
Do you supply delivery riders as well as store staff?+
Yes — riders with licence and vehicle verification, on our payroll with ESI and accident cover, plus hub associates and RTO and returns processing teams.
How is attendance tracked across hundreds of stores?+
Store-level attendance punch-in, with fill rate per shift visible to your operations team, and a city coordinator responsible for each cluster.
What about compliance for part-time and short-shift workers?+
Wages are never below the State minimum rate, which the Code on Wages allows to be fixed by the hour, day or month; where a State fixes only a daily rate, we check its short-shift rules before rostering part-day blocks. PF and ESI apply as due, short shifts do not remove statutory cover, and the challans reconcile to the actual roster.
Are delivery riders employees or gig workers under Indian law?+
It depends on the arrangement. Riders on a staffing company's payroll are employees, with a monthly wage, PF and ESI where eligible. Riders who take work through a platform are gig or platform workers under the Code on Social Security 2020, and the aggregator contributes to a social security fund for them. Many operators use both: payroll riders for planned hub rosters and platform riders for surges.
How early should we start staffing for festive sales?+
Eight weeks before the first sale day is comfortable for a large site: time to forecast, recall returning workers, source the gap, train on your systems and run a dry run. Keep returns and RTO crews for two to four weeks after the sale, because the return wave arrives after the order wave.
How is a dark-store roster priced?+
Per staffed hour, built up from the loaded wage: gross pay at or above the State minimum, employer PF, employer ESI where gross wages are within ₹21,000 a month, bonus and leave provisioning, plus our service fee. Pricing per staffed hour lets you compare a block roster against full shifts directly, and see what the evening peak actually costs.
Send us the store list and the demand curve
We come back with a shift-block roster per store, a floating pool size and the cost per staffed hour.