From business question to verifiable conclusion
Metric system, BI dashboards, statistical modelling and attribution
The value of analysis rests on two things: trustworthy definitions and the right question. We design the metric system and North Star from business questions, build BI dashboards, run exploratory analysis, statistical modelling and forecasting, segmentation and attribution, and every conclusion traces back to its data and definition.
Our approach
One team scopes, executes and retests; conclusions are delivered as evidence, not checklists.
Define the question before the dashboard
Each dashboard maps to a named decision and user. Reports without a user are not built.
Metrics share definitions with governance
Analytical metrics reference the data standard, so dashboards agree with financial reports.
Models must be explainable to the business
Forecasting and attribution models ship with explanatory analysis; business users understand the drivers, and conclusions enter decisions.
Deliverables
Metric system and North Star
Metric tree, definitions, owners and calculation logic.
BI dashboards and analysis reports
Dashboards designed per decision scenario, exploratory analysis reports.
Analytical models
Forecasting, segmentation and attribution models with explanatory analysis and usage notes.
How we deliver
Four stages, each with defined inputs, outputs and a client sign-off.
Problem definition
Business question list, user interviews, data availability.
Metric and dashboard design
Metric system, dashboard prototype review.
Development and modelling
Dashboard build, model training and validation.
Launch and iteration
User training, monthly review, metric iteration.
Frequently asked questions
Notes on scope, execution and delivery standards. Contact us for anything not covered here.
The North Star is the single metric that best reflects the value the business delivers to customers, agreed by management and business owners in a workshop and then broken into actionable process metrics.
Start from where you stand
Security, data and AI each start with a review of where you stand. The report and its findings are yours, whether or not the engagement continues.