Case Study·4+ Year Partnership·DTC Fashion

From Spreadsheets to Full Automation

A premium fashion brand running on spreadsheets and manual processes. Today: Django + Shopify Plus + custom ordering + CX dashboards + automated factory workflows. The longest business engineering partnership in our portfolio.

4+
Year Partnership
6x
Revenue Growth
Full
Ops Automation
Let's Talk About Your Stack
The Challenge

Senestudio is a premium fashion brand with a problem most Shopify agencies can't solve: their customers don't buy off the rack.

Every order involves custom measurements. Production is just-in-time — nothing gets made until a customer orders. That means the standard Shopify checkout, the one every agency knows how to build, doesn't work for their business model.

When they came to us, the gap between their storefront and their operations was filled with spreadsheets. Orders came in through Shopify. Someone manually entered sizing data into a spreadsheet. Another person emailed the factory. Customer service checked order status by calling the warehouse. Every step required a human doing work that a system should handle.

They weren't just losing efficiency — they were losing orders. Manual errors meant remakes. Slow responses meant lost customers. And as the brand grew, the manual processes didn't scale.

Senestudio didn't need a new Shopify theme. They needed someone to rebuild the entire operational infrastructure behind their store.

Spreadsheet-Driven Ordering

Orders were managed in spreadsheets - copy-pasted between systems, manually reconciled, and prone to error at every step.

Fragmented Systems

The Shopify store, factory systems, warehouse management, and CX team operated in silos. Data didn't flow - it was manually transferred.

Manual Operational Overhead

The team's time was consumed by repetitive coordination tasks - time that should have been spent on customer experience and growth.

Scaling Was Impossible

Every incremental order increase meant linearly more manual work. The operations couldn't scale without breaking.

The Build

We didn't fix their tech stack. We engineered a new one designed to scale.

Four interconnected systems, engineered from scratch, designed around how Senestudio actually operates — not around what was easiest to build.

Django Backend

Custom Python/Django backend - the central nervous system connecting every part of the operation.

PythonDjangoPostgreSQL

Shopify + Custom Ordering

Custom Shopify theme with measurement-based ordering flow. Not a template - built for SENE's made-to-measure model.

ShopifyCustom ThemeLiquid

CX Dashboards

Custom customer experience dashboards - the SENE team gets real-time visibility into orders, status, and production without digging through spreadsheets.

ReactDjango APIReal-time

ERP Integrations

Factory, warehouse, and inventory systems connected to the central platform. Orders flow automatically - no manual hand-off between systems.

API IntegrationsWebhooksAutomation
The Results

Not a project. A partnership.

$10M+
Revenue Processed*
100%
Manual Entry Eliminated*
4+ Yrs
Continuous Partnership
1
Integrated Platform

Operations Automated

Every order now flows automatically from storefront to factory to warehouse - no manual coordination, no copy-paste, no data loss.

Scale Without Overhead

The platform scales with order volume. More customers doesn't mean more manual work. The infrastructure absorbs growth without breaking.

Four Years, Still Building

The engagement didn't end after launch. We're Senestudio's ongoing business engineering partner — continuously evolving the platform as the business grows.

SENE-casestudy
Autonomous transformed our entire technical operation. What started as a simple Shopify project became a four-year partnership that automated everything from ordering to customer service.
MZ
Mark Zheng
President, SENE (Senestudio)

Let's talk about your stack.

If you're running operations on spreadsheets and disconnected systems, we've seen this before. And we know how to fix it. Not as a vendor. As your long-term business engineering partner.

Let's Talk About Your Stack ← See all case studies
Built For
DTC FashionOperations-Heavy Businesses
Tech Used
Shopify PlusDjangoCustom OrderingCX DashboardsAPI IntegrationKlaviyoProcess Automation
Partnership Length
4+ Year Partnership
Not a project. A partnership.