A short array of questions addressed to key business personas help discover and scope specific problems for targeted intervention design.
Predefined, experience-driven hypotheses that need evaluation to move from questions to precise insights and recommendations that drive action.
Internal and external data sources, specific fields, harmonization, and transformation logic to derive relevant features to serve up analytic modules.
Easy-to-access templates for descriptive analysis, diagnostics, model development, dashboard design, app wireframes, etc.
Solution deployment and monitoring instructions. Guidelines for org change management, especially in complex multi-market roll outs.
A map of how data and analytics performance metrics influence specific business metrics, which, in turn, impact on financial metrics. Includes benchmarks.