E-commerce data pipeline
One set of numbers for an online brand's leadership
- Role
- Engineering
- Team
- Contract, solo
- Work
- Data pipeline, Automation, AI
- Period
- Mar – May 2026
- Launched
- May 2026

- 1.27Mcustomer profiles brought together every night
- 3briefings: daily and weekly for the CEO, weekly for the COO
- $104Kof revenue an old report was leaving out
Objective
The brand's email, website and ad numbers sat in separate tools, and every weekly figure was a manual export. The goal: one set of numbers leadership trusts, ready every morning.
Scope
One central store for the brand's email, website and ad data, refreshed every night.
Written briefings on top of it: daily and weekly for the CEO, weekly for the COO, plus an assistant that answers questions from the same numbers.
A freshness check, so every briefing says when its data is out of date instead of quietly showing old numbers.
Results
Delivered in May 2026: one set of numbers the leadership team reads every morning.
While checking the figures, I found $104K of revenue that an old report had been leaving out.
My part
I designed and built it alone. The client's team owned the accounts and the database administration.
Ask about this project
Questions about how it works, or whether something like it fits your team, are welcome.