All case studies
Multi-brand e-commerce seller (name withheld)E-commerce Operations

Daily profit reports across Shopee and Lazada, saving the team a full day every week.

FastAPIPostgresNext.jsBun
8 hrs/wk
Manual reporting removed
00System preview
Representative UI · anonymised
margins.studio
Overview · last 30d
GMV
$184K
+12.4%
Margin
31.8%
+2.1%
Orders
4,216
+8.9%
01The challenge

The operations team was pulling profit numbers from two marketplaces and dozens of SKUs by hand every Monday. Platform fees changed quietly, so real margins slipped between reports without anyone catching it until the end of the month.

02What we built
01Step

Built a nightly pipeline that pulls orders, fees, and ad spend from each marketplace

02Step

Calculated true profit per SKU, per brand, per platform, using each marketplace's current fee structure

03Step

Added alerts when a product's margin drops below a safe threshold so issues surface within a day

03The outcome

Fresh profit numbers every morning by product, brand, and marketplace

8 hours of weekly manual reporting work removed

Margin issues now caught within a day, instead of at end of month

Now booking May 2026

Bring us your
worst bottleneck.

Tell us the work that’s eating your team’s week. In 30 minutes we’ll tell you honestly whether AI can fix it, and what it would take to ship.