Explainable Forecasting

Forecasting accuracy is essential, but understanding why a forecast behaves a certain way is just as important for building alignment and trust within an organization. With Explainable Forecasting, powered by SHapley Additive exPlanations, you gain clear, actionable insights into the factors affecting your forecasts. This level of transparency not only enhances trust in the forecasts but also empowers decision-makers to take informed, targeted actions based on those insights.

Unveiling the Black Box

With Explainable Forecasting, you no longer have to choose between complexity and clarity. Our platform provides the transparency you need to explain exactly how and why advanced models make predictions. This means you can leverage cutting-edge forecasting techniques without sacrificing the ability to communicate key drivers to your stakeholders—resulting in both improved accuracy and greater trust.

"I'm unable to use advanced forecasting models because my organization requires clear explanations of the factors influencing the forecast. As a result, I'm restricted to using simple regression, which falls short of delivering the accuracy we need."‍

Key features in Indicio

• User-Friendly Interface
  Despite the technical sophistication of the models, our platform is designed for ease of use. With an intuitive interface, decision-makers can build and deploy complex forecasting models without needing deep technical expertise, making it accessible to everyone.
• Extensive Model Library
  ‍Our platform offers a wide selection of forecasting models, from traditional statistical approaches to advanced machine learning and Bayesian models. Choose from ARIMA, Neural Networks, Error Correction, Lasso, LSTM and more. Whether you're forecasting time series data, mixed-frequency data, or incorporating external variables, we’ve got the right model for you.
  
• Cutting-Edge Forecast Research
  Stay ahead with forecasting models built on the latest research. Guided by our advisory board of international professors, we implement state-of-the-art models, optimize parameter selection, and refine processes from data cleaning to model pooling.
• Fully Automated
  Save time with fully automated model building. Our platform intelligently selects and fine-tunes the best models for your specific data and objectives. The automation ensures high performance without the need for extensive manual intervention, empowering decision-makers to generate accurate forecasts quickly.
• Fast Deployment:
  Time is critical in decision-making. With our platform, you can build, evaluate, and deploy your forecasting models faster than ever before. By automating the complex processes, we help you generate actionable insights in real time, keeping you ahead of the curve.

Explore more features

Build models

Building forecasting models doesn’t have to be complex!
In Indicio, it's just a few clicks

Scenario Analysis

Simulate the effect on your business, if inflation increases or a slowdown in the economy

Variable Selection

Choosing the right variables can make all the difference between accurate and unreliable forecasts.