Be Part of the Forecasting Revolution
The 3MA Dashboard is still in its early development phase, but it already demonstrates high accuracy over a 30 to 90-day horizon. Currently, we’re focusing on the consumer electronics vertical (e.g., computers, cameras) and offering testing access in 9 EU countries.
Your feedback is essential! As an early tester, you’ll play a key role in shaping a tool that’s set to challenge the traditional approach to retail forecasting.
By sharing your insights, you’ll help us prioritize features and improvements that truly make a difference for retailers.
Your Experience Matters
Your experience with the tool is invaluable! Please share your thoughts and suggestions using the feedback form linked below. Your input will directly impact the development of features that drive real value.
Why Traditional Forecasting Falls Short
Most existing tools treat forecasting like a black box—you get numbers without insight. They fail to account for macro dynamics that can significantly impact sales, like consumer sentiment drops or sudden inflation spikes.
Opaque and Expensive: Most solutions are high-cost and lack transparency.
Reactive, Not Proactive: Simply projecting trends misses critical turning points.
Data Overload Without Context: They bombard you with data without explaining what drives changes.
We build forecasts that make sense of the data by analyzing how factors like product inflation, unemployment, and sentiment influence current and future sales. Our models adapt to changing conditions, giving you practical guidance rather than just raw numbers.
When our model predicts a sales drop and shows that sentiment and inflation are key drivers, you’re equipped to act:
Example:
“Sentiment is expected to fall while inflation rises—consider running tactical discounts to stay ahead of competitors.”
More Than Just Numbers: Forecasts become actionable insights to help your team make data-driven decisions.
Transparent and Adaptive: Our model highlights the key drivers behind predictions, helping you understand why changes are happening.
How We’re Different:
When our model predicts a sales drop and shows that sentiment and inflation are key drivers, you’re equipped to act:
Example: “Sentiment is expected to fall while inflation rises—consider running tactical discounts to stay ahead of competitors.”
More Than Just Numbers: Forecasts become actionable insights to help your team make data-driven decisions.
We want you to decide by providing feedback on this. For the time being, to keep improving the dashboard and building user confidence, we are focused on:
Full Validation History: Making 4-year backtesting results accessible to demonstrate model accuracy.
Highlighting Key Drivers: Adding summary tables to display recent changes in sentiment, inflation, and other key indicators.
Pricing Elasticity Metrics: Integrating metrics to assess changes in price sensitivity, helping you make more precise pricing decisions.
Broader selection of macro and micro economic drivers such as consumer behaviour and household income data.
Your insights are crucial in shaping a tool that meets real-world retail needs. Please share your thoughts using the feedback form linked below. Your input will help us prioritize features and improvements that truly make a difference.
Why It Matters for Your Retail Strategy
What’s Next
Your Feedback Shapes the Future