BI / AI / ML
Business intelligence & AI
Management reports
When systems give different answers to the same management question, we build BI reports with shared definitions and traceable source records.
- Inputs
- Source systems, access boundaries and the measures management relies on.
- Delivery
- A data model, source-linked management views and a refresh workflow.
- Acceptance
- Definition, completeness and freshness checks; technical handover to data owners.
Forecasts and recommendations
We build forecasting and prioritisation models, keeping supporting data, uncertainty and approval authority visible alongside each recommendation.
- Inputs
- The decision question, historical data, current method and cost of errors.
- Delivery
- An evaluable model, documented assumptions and a human-approved recommendation workflow.
- Acceptance
- Comparison with the current method and error analysis; commissioning against agreed criteria.