Business Predictions, Forecasting and Insights with Azure AI/ML – InoWiz Prediction Builder

InoWiz Prediction Builder is a powerful Azure-based application designed to simplify and accelerate predictive analytics for business users. It installs directly into the customer's Azure subscription and automatically provisions all required resources with pre-configured settings, enabling users to start building and consuming machine learning models without needing deep technical expertise.

Key Capabilities

• Managed Deployment
  As a managed application, InoWiz handles the creation and configuration of all necessary Azure resources—such as storage accounts, compute environments, and machine learning workspaces—during installation. This ensures a seamless setup experience and reduces the burden on IT teams.
• Flexible Data Input Sources
  Users can train models using historical data from:
• Microsoft Dataverse tables
• CSV files
• SQL tables
• Predictive Modeling
  The application currently supports binary (two-class) classification models, ideal for scenarios where outcomes are dichotomous, such as:
• Won / Lost
• Qualified / Disqualified
• Yes / No
• True / False
• Azure Machine Learning Integration
  InoWiz leverages Azure Machine Learning to train models on historical data, ensuring robust, scalable, and enterprise-grade performance.
• Explainable AI
  Beyond predictions, InoWiz provides AI-driven explanations for model outcomes, helping users understand the factors influencing predictions and enabling data-driven decision-making.