Explore interactive workflow demonstrations, scenario analyses, and example reports that showcase the MMM Framework in action.
Step-by-step interactive walkthroughs of the Bayesian modeling process
The full Bayesian modeling workflow from question formulation through actionable insights. Interactive controls, live charts, and story-to-math connections.
A conceptual overview of why pre-specified, transparent scientific modeling produces more trustworthy results than traditional approaches.
Deep-dive workflows addressing specific business questions
Measure the true incremental impact of each media channel with honest uncertainty. Includes ROI estimation, cross-channel comparison, and attribution analysis.
Optimize your media budget allocation using saturation curves and uncertainty-aware optimization. Explore what-if scenarios and diminishing returns.
Use model estimates to forecast outcomes under different spending scenarios. Includes uncertainty propagation for honest projections.
The full decision-theoretic stack behind the closed-loop calibration framework, with eight live calculators: utility & risk, EIG, EVOI, the priority matrix, constraint-aware portfolio selection, and a multi-cycle simulator that compounds learning over time.
See what a complete MMM Framework report looks like
Pre-generated report examples showing different themes and formats produced by the framework
Install the framework and start creating models with honest uncertainty quantification.