Data analytics case studies What we have done with data, labelled honestly.
Every case carries a label: our own business experience, research on open data, or a model with stated assumptions. Client work under NDA will be added with permission and without names.
- Client experience
- Research · open data
- Model
Client experience
12 years
owner-operator in retail
Running retail on numbers: 12 years of pricing, purchasing and stock
Our co-founder ran a tire retail and service business from 2012 to 2024: pricing, purchasing, stock and payroll were his daily numbers.
Read the case →Research · open data0.79
ROC-AUC vs 0.70 benchmark
E-commerce retention model on 500,000+ transactions
Which customers come back? A retention model on a public online-retail dataset that beats the benchmark by 9 points of AUC.
Read the case →Model5,000
simulated half-years per run
Staking fund portfolio: the range of outcomes, not one forecast
A Monte Carlo model of a staking portfolio shows how wide the range of fund results really is, even with a profitable roster.
Read the case →