Anonymised case study · Business intelligence
Giving commercial teams a near real-time view of demand
A code-built reporting layer reduced the wait between a commercial question and a useful answer.
- Role
- Customer marketing lead
- Focus
- Commercial reporting and demand steering
- Outcome
- Faster answers without a separate data request
Leadership and commercial teams often received data too late or in partial form to act on it. Existing dashboards were static and hard to explore. A deeper question could take hours, days, or longer because it had to enter the data team's queue.
What I did
A practical way through the constraint
- 01
Connect the operating data
I connected the business database to a code-built reporting layer so I could pull and transform the data points the team needed.
- 02
Build views around real decisions
The dashboards made it easier to see demand, explore the underlying drivers, and create views for other teams without repeating a long reporting cycle.
- 03
Use the information to steer activity
The team could decide whether to push communications and promotions, or reduce activity when fulfilment was under pressure.
Result
What changed
Commercial teams had a faster way to investigate what was happening and respond to demand and operational constraints with more confidence.
Organisation, tools, database structure, and dashboard implementation are withheld.