Case studies
A selection of engagements, most of which ran for years rather than sprints.
Fragmented reporting and no reliable early warning on subscriber churn across a very large customer base.
Rebuilt the reporting layer on a governed warehouse, then layered survival and uplift models to rank at-risk subscribers by saveable value.
9 yrs
continuous partnership
60%
less manual reporting effort
Weekly
refreshed churn risk scores
Store-level over- and under-stocking driven by rules-of-thumb planning and slow-moving seasonal signals.
Hierarchical forecasting with promotion and seasonality effects, feeding a store-SKU replenishment recommendation used by planners.
25+
DC scientists and engineers embedded
5 yrs
of continuous delivery
Lower
stockouts and markdown waste
Simultaneous overstocking and understocking across distribution, with forecasts that ignored regional demand shifts.
Segmented forecasting by product velocity plus a safety-stock optimiser tuned to service-level targets per region.
Measurable
inventory cost savings
Improved
forecast accuracy
Faster
planner decision cycle
HR teams had no shared way to see candidate hiring behaviour, leading to drop-offs and repeated bad hires.
Designed and shipped a multi-tenant platform where companies share hiring experience, with an AI-first delivery pod handling product, data, and engineering.
0 to 1
product built and launched
Multi-tenant
platform architecture
Shared
hiring signal across companies
"Decision Culture has been supporting our analytics & reporting needs over 9 years. DC leadership team is very flexible and always available when needed. Resources are top notch."
"We worked with Decision Culture for 5 years straight, every time the experience has been great. A team of 25+ data scientists and data engineers from Decision Culture have been an asset. Truly impressed by the consistency of results delivered."
"Enlisting the services of Decision Culture turned out to be pivotal for our operations. Not only were they prompt, they went above and beyond when it came to delivery, completing the project ahead of schedule."
"Decision Culture was quickly onto our problem of over stocking and under stocking of inventories. We saw significant improvements right away and, in time, measurable benefits through better sales forecasting and cost savings in inventory management."
