Build forecasting models with ease

Forecasting doesn’t have to be a complex, time-consuming process. With our cutting-edge platform, decision-makers can build powerful forecasting models in a fraction of the time. Our extensive library of models, powered by the latest advancements in forecast research, automates the process—making it accessible to everyone, from data scientists to business leaders.

Accelerate Forecasting with Automated Model Building

Building a forecasting model from scratch can take months of coding, only to discover that the model may not provide the highest accuracy. Since you can't predict which model will perform best without applying and benchmarking multiple models, you risk investing significant time on something that might not deliver results.

With our automated model building, you can bypass this uncertainty—quickly generating and testing a variety of advanced models to ensure optimal forecasting accuracy, all in a fraction of the time.

Value achieved

By automating the process of building forecasting models, you can:

• Save Time
  Drastically reduce the time spent on manual model selection and tuning.
• Increase Accuracy
  Leverage cutting-edge models to improve forecast precision.
  
• Make Informed Decisions Faster
  Generate and deploy forecasts quickly, enabling timely, data-driven decisions across your organization.

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.

How it works

• Create a Forecast
  Begin by setting up your forecast. Give it a unique name and define the forecast horizon, specifying how far into the future you want to predict—whether it’s days, months, or even years.
• Import Data
  Seamlessly bring your data into the platform by uploading files, fetching data from our integrations with 3rd-party data vendors, or connecting directly to your database. Indicio supports a wide range of formats to ensure flexibility.
• Analyze Variable Importance
  Let Indicio automatically analyze and rank the importance of each variable. Our system evaluates which features are most likely to impact forecast accuracy, helping you focus on the key drivers of your model.
• Build Models
  Choose from an extensive library of both statistical and machine learning models to build your forecast. Whether you prefer time-tested approaches like ARIMA or cutting-edge neural networks, Indicio has you covered.
• Evaluate Models
  Use cross-validation to evaluate your models and get out-of-sample accuracy. Compare models based on the metrics most relevant to your business needs—RMSE, MAPE, MASE, or Hit-ratio—and choose the best performer for deployment.
• Export Forecast
  Once your forecast is finalized, easily export it to your IT environment. Share the results with your team to help your organization make informed, data-driven decisions with confidence.

Explore more features

Scenario Analysis

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

Explainable Forecasting

Translate complex forecasting models into clear, actionable insights

Variable selection

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