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Established

Design
Data Transformation Pipeline
Design
A flexible web application to transform endless sales reports into a normalized cloud database that turned disparate data into actionable insights
Established

Overview

Design
Data Transformation Pipeline
Design
established. incorporated owns trustworthy consumer electronics brands that are sold in over 75 countries around the world. Their vendor sales reports are the pulse of the business, but arrive in differing formats, with disparate data, even in different languages and currencies. They needed a pipeline that could output meaningful information about their business performance at any time.
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Delivery

A cloud-accessible upload portal + centralized data repository
Design
Data Transformation Pipeline
Data Repository
next.js
postgres
node
n8n

We built a cloud-accessible upload portal as the new entry point for their business-critical data, with a centralized data repository for the raw files. This provides controlled access and a method for structuring metadata so that it can input directly from the source. A multi-stage transformation process determines data structure, checks for data integrity and anomalies, and uses a rules-engine to transform and normalize the data into meaningful information. An enrichment stage for data prediction and currency conversion ensures the final state is ready for analysis, before storing it in a high-performance cloud SQL store for immediate visualization and real-time insights.

The established. inc. team is a world-class business operator and project partner. They invited us into their business problem and trusted us to design and build a custom-fit solution that gave them the most efficient value for their data needs. We enjoyed discovering how to build a configurable process to take nearly any format of spreadsheet and in moments have consistently structured information.