Our Open Approach
At the heart of our philosophy is a simple belief: you cannot make multi-million dollar decisions with a fragile, outdated MMM that cannot be validated. Traditional “black box” models demand blind faith, offering results without explaining the math or proving their accuracy. “Black box” solutions are often preferred by Marketing Mix Modeling agencies, since it lowers accountability in case of a faulty model. How can you know if something is wrong, if you do not have access to the methodology?
1. Open Source as a Foundation for Trust
We champion openness and collaboration by embedding transparency into every solution we create. Unlike black-box competitors, we make our work available to the world, combining rigorous econometric methods with open innovation to ensure robust and stress-resistant results for our clients. By utilizing premier open-source solutions for Probabilistic AI Media Mix Modeling, we provide interpretable solutions that integrate your team’s domain knowledge.
2. Validation is the Only Source of Truth
If an MMM cannot predict the future on data it has never seen, it cannot be trusted for decision-making. We take full accountability for model quality by making forecasts that can be validated weekly.
- Live Accuracy Dashboards: We provide model performance scorecards that refresh every week, so you know exactly how well the model is performing.
- Backtesting & Holdouts: We run the validation checks that most teams skip, ensuring the model remains accurate even as spend shifts and strategies evolve.
3. Unbiased, Science-Driven Measurement
Marketing data is often messy and biased. Our approach uses novel research in data science and econometrics to solve complex modeling challenges such as time-varying ROIs and multi-stage conversion funnels. We provide clear, unbiased measurement of marketing performance so you can stop guessing and start planning with confidence.
No More “Rear-View Mirror” Modeling
Most black-box models tell you what happened three months ago. We help you look out the “front window” to see what is coming. Our transparent framework allows you to:
- Forecast with Confidence: Project revenue with high accuracy and systematically reduce uncertainty.
- Test Before Investing: Use scenario analysis to pick winning media plans before spending a single dollar.
- Course-Correct in Real-Time: Know immediately when performance drifts from the plan so you can get back on track.
4. Empowerment Through Documentation
We believe you should own your logic. We provide full model documentation, explaining exactly how the math works. Separately, you will also get access to our Validation Framework. Our goal is not to keep you dependent on a proprietary “secret sauce,” but to empower your team with hands-on training and the most advanced mathematical tools available today.
Learn more about our methodology by looking into our Model Documentation or book a demo with us down below.