Analyze and Predict Asset Health
Use AI Hub for conversational analytics and interactive 3D product visualization, and create demand forecasts to predict future service workload.
1. Explore AI Hub for conversational analytics and 3D visualization. AI Hub provides a centralized workspace for all AI-driven capabilities in PTC Orbit. Ask questions in plain language to generate charts, summaries, and data tables from your asset data. Load interactive 3D product models (PVZ files from Windchill) directly in the AI Canvas to inspect parts, navigate the product structure, and identify spatially linked components. No data science expertise required.
2. Create demand forecasts to project future service volumes. Demand Forecasting analyzes historical work order patterns to predict future workload across your installed base. Filter by account, location, or product, and define the forecast period (up to two years) and the historical data range (up to five years). Two creation paths are available: the AI-assisted builder, which parses a plain-text goal into forecast parameters automatically, and the manual builder, which gives you full control over every field. Completed forecasts display results with charts, tables, and export options.
3. Monitor maintenance performance across your installed base. The Maintenance Performance Dashboard aggregates maintenance completion rates, on-time percentages, reactive versus planned service ratios, and cost data into a single analytical view. Group results by product, region, or account, and use AI-powered natural language filters to drill into specific asset segments.
What to Do Next
AI Hub delivers on-demand analytics and 3D visualization, while Demand Forecasting provides data-driven projections to plan staffing, inventory, and service schedules.