2019
Three Spreadsheets and a Coffee Shop
Margot Chen spent six months analyzing power consumption
patterns for manufacturing clients. Her Excel files kept crashing.
Built our first analysis tool just to handle the data volume
without losing work every two hours.
2021
First Real Client
A textile factory in District 12 asked if we could predict their
quarterly energy costs. We couldn't promise exact numbers, but we
could show them the variables that mattered most. They reduced
waste by adjusting production schedules around price patterns we
identified.
2023
Expanded to Cross-Border Analysis
Started working with companies operating across Vietnam,
Thailand, and Cambodia. Different regulatory environments mean
different opportunities. The analysis gets more complex, but the
principle stays simple: find what actually moves your numbers.
2025
Where We Are Now
Small team. Focused approach. We work with about 40 companies at
a time because that's what we can handle without cutting corners.
Some clients have been with us since 2020. Most stay because the
analysis keeps getting more useful as we learn their business.