The Prediction Platform is an AI-powered solution designed to significantly improve prediction accuracy and decision-making for businesses. It enables organizations to harness advanced prediction techniques, including deep learning, machine learning, and statistical models, without the need for costly data scientists or extensive staff retraining. The platform's core strength lies in its specificity and simplicity, making sophisticated AI accessible. It operates on principles of being data-centric, domain-specific, and model-agnostic. The platform democratizes data science for business users by providing built-in explainability and transparency, fostering trust and accelerating adoption. This clarity unlocks measurable business impact. For practitioners like demand planners, it empowers them to leverage AI/ML workflows to generate more accurate forecasts, improve decision-making quality, increase the portion of no-touch SKUs, and reduce time spent on forecasting activities. IT users benefit from enhanced control coupled with AI automation, ensuring maximum efficiency and accuracy in the development, deployment, and maintenance of ML models.

Features & Benefits

• Data Store (Data Centric Approach)
  • Serves as the foundation for collecting and cleansing raw data from multiple supply chain sources. It automatically tackles data quality and integrity challenges, streamlines connections with source systems, establishes a common schema, and treats data for optimal quality, expediting time-to-value for data preparation.
• Feature Store (Domain Specific Engineering)
  • Processes cleaned data into useful information for AI models, significantly reducing time-to-value for feature engineering. This store automates the entire process of generating, analyzing, and selecting features and drivers, specifically tailored for accurate supply chain time-series predictions.
• Model Store (Model Agnostic Application)
  • Applies a range of proven deep learning, machine learning, and statistical models to processed data. It automatically selects the best features, drivers, and models for every time-series in a product portfolio, accelerating the time-to-value and model management life cycle, and enabling effortless transition from development to production with automatic performance tracking.
• Personalized Role-Relevant Dashboards
  • Provides every user with a tailored dashboard and data access, specifically designed to meet their individual responsibilities and needs.
• Interpretability for Business Users
  • Democratizes data science by offering built-in explainability and transparency at every step, fostering trust, accelerating adoption, and unlocking measurable business impact for non-technical users.
• Empowered Practitioners (Demand Planners)
  • Enables demand planners to leverage AI/ML workflows to achieve superior outcomes.
  • Generate more accurate forecasts
  • Improve decision making quality
  • Increase portion of no-touch SKUs
  • Reduce time spent on forecasting
• Optimal Balance for IT Users
  • Offers IT users enhanced control combined with AI automation, facilitating the development, deployment, and maintenance of ML models with maximum efficiency and accuracy.