Interactive

Demos & Reports

Explore interactive workflow demonstrations, scenario analyses, and example reports that showcase the MMM Framework in action.

Workflow Demonstrations

Step-by-step interactive walkthroughs of the Bayesian modeling process

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Complete 9-Step Workflow

The full Bayesian modeling workflow from question formulation through actionable insights. Interactive controls, live charts, and story-to-math connections.

Interactive 9 steps · ~20 min
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Scientific Modeling Overview

A conceptual overview of why pre-specified, transparent scientific modeling produces more trustworthy results than traditional approaches.

Interactive Conceptual guide · ~10 min

Scenario Analyses

Deep-dive workflows addressing specific business questions

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Channel Effectiveness

Measure the true incremental impact of each media channel with honest uncertainty. Includes ROI estimation, cross-channel comparison, and attribution analysis.

Scenario Attribution · ROI
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Budget Optimization

Optimize your media budget allocation using saturation curves and uncertainty-aware optimization. Explore what-if scenarios and diminishing returns.

Scenario Optimization · Planning
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Forecasting & Planning

Use model estimates to forecast outcomes under different spending scenarios. Includes uncertainty propagation for honest projections.

Scenario Forecasting · Scenarios
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Calibration & Decision Theory

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.

Workshop 10 sections · ~25 min

Example Report

See what a complete MMM Framework report looks like

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Q4 2025 Marketing Mix Model Report

A full example report with executive summary, channel performance analysis, ROI metrics, model diagnostics, and recommendations—all with interactive Plotly charts.

Report Full example · Interactive charts

Report Templates

Pre-generated report examples showing different themes and formats produced by the framework

Ready to Build Your Own?

Install the framework and start creating models with honest uncertainty quantification.