October's release makes planning, forecasting, and analysis faster, more reliable, and more intuitive. The updates enhance decision speed and confidence, while laying the groundwork for continued automation and accuracy improvements in future release.
Updates include new asset status management in Portfolio Planner, enhanced commute and map tools in Explorer, expanded forecasting flexibility, and multiple improvements to ML prediction reliability and system stability.
🌐 Explorer
Explorer received several updates that make analyzing and sharing data easier. A new Export button allows users to download commute data as CSV or copy it to the clipboard, while Commute Analysis now includes optimistic, pessimistic, and average drive time estimates for more realistic modeling. Map data has also been refined, improving accuracy and responsiveness through updated map points and scoring logic.
📊 Portfolio Planner
Portfolio Planner gained expanded flexibility and control. Users can now set asset status directly from the Adjustments menu, marking buildings and floors as Active, Mothball, Strategic Reserve, Pending Exit, Pending New, New, or Closed. Enhancements to headcount and attendance forecasting include cloning existing series, adding custom attendance lines for groups, and tracking multiple forecasts side by side. Numerous improvements were made to accuracy and performance, including fixes for inflated seat counts, hover-value inconsistencies, ML prediction visibility, and forecast refresh behavior. Together, these changes simplify planning workflows and improve the reliability of demand and utilization data.
🔀 ML & Prediction Systems
Machine learning and prediction pipelines received performance and reliability improvements, reducing duplication and improving the consistency of forecast outputs. Empty prediction sets, duplicate API results, and minor pipeline inefficiencies were resolved to ensure faster, cleaner responses across all Planner modules.
💪 Platform Stability and Performance
Across the platform, dozens of targeted stability updates were deployed to strengthen overall performance, reduce latency, and improve reliability during iterative October releases.