Case study — Platform engineering · Logistics
SheLogistics: transforming logistics operations end to end.
A growing third-party logistics operator, run on phone calls and spreadsheets, re-platformed onto a single operational system: live shipment visibility, optimized routing, and documents that clear themselves.
Domain
Third-party logistics (3PL)
Engagement
Digital transformation — operations platform
Delivery
Chennai hub, iterative rollout
Status
Live across operations
At a glance
1 screen
Control-tower view of every shipment
Live
Fleet & ETA visibility (was: phone calls)
Auto
POD & invoice processing
Fewer
Empty kilometers via optimized routing
The context
Growth was outrunning the spreadsheet.
Every new client multiplied the coordination load: dispatchers juggling calls, drivers texting locations, PODs arriving as photos in chat threads, invoices assembled by hand. Service was good — but only heroics kept it that way, and heroics don’t scale.
Shenll rebuilt the operating core: a logistics platform covering booking to billing, rolled out module by module so daily operations never paused.
The challenge
No live picture
Shipment status lived in dispatchers’ heads and phone logs; customers called to ask “where is my cargo?”
Manual routing
Routes planned by intuition — workable at 20 vehicles, wasteful at 100.
Paper drag
PODs, invoices, and trip sheets consumed back-office days and delayed billing.
Rollout risk
Freight moves every day; the transformation could not stop the trucks.
What we built
One operational platform, from booking to billing.
01
Control-tower dashboard
Every shipment, vehicle, and exception on one live map — status flowing from driver app check-ins and telematics rather than phone calls.
02
Driver & customer apps
Drivers get trips, navigation, and digital POD capture; customers get live tracking and honest ETAs — the calls stopped because the answers were already visible.
03
Route & load optimization
Planning that consolidates loads and sequences stops to cut empty kilometers, with dispatcher override always available — the planner assists, humans decide.
04
Document automation
PODs photographed once and filed automatically; trip data assembling invoices the same day service completes — billing lag collapsed.
05
Operational analytics
On-time performance, vehicle utilization, and margin per route surfaced continuously — the numbers that used to take month-end now steer the week.
Architecture & stack
The results
Scale without the heroics.
The platform turned a coordination-heavy operation into a system-driven one: growth now adds shipments, not proportional headcount. The engagement pattern anchors our logistics practice.
Visibility replaced phone tag
Customers and dispatchers watch the same live picture; status calls became the exception.
Routing discipline at scale
Optimized planning holds efficiency as the fleet grows — empty kilometers trend down, not up.
Same-day billing readiness
Digital PODs and auto-assembled invoices removed the paperwork lag between delivery and revenue.
An operation that scales
New clients onboard onto the platform, not onto the dispatchers’ memory.
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