Analyze Aggregate Spatial Insights
Monitor Trends Across Recorded Sessions
Know whether your XR or robotics program is improving, holding steady, or needs attention. Track usage, comfort, feedback, app performance, location, setup, and custom dashboard trends for clearer reporting and AI-assisted analysis.
View Top-Level Metrics
See project health at a glance. Track total sessions, recorded time, session length, version activity, scene activity, and usage trends in one place. Quickly spot trends across versions, scenes, and session activity for dashboards or AI analysis.
Create Custom Dashboards
Build the dashboard view each decision needs. Combine charts, graphs, saved queries, and AI-ready datasets into focused views. Filter by date, tags, segments, and attributes to surface the XR and robotics signals teams need to review, share, or investigate.
See Session Activity Over Time
Validate whether XR or robotics session activity is growing, stable, or dropping over time. Track daily, weekly, and monthly activity trends, session counts, active devices, spikes, and drop-offs to understand activity patterns.
Monitor App Performance
Validate app stability across scenes, versions, and devices as your app evolves. Monitor framerate drops, crashes, battery drain, CPU/GPU load, and bottlenecks. Use heatmaps and timeline overlays to spot performance issues earlier.
Evaluate Comfort & Immersion
Measure whether the XR experience supports comfortable movement and meaningful immersion. Track posture, motion intensity, body orientation, boundary hits, movement coverage, and in-scene engagement to identify strain indicators, spatial friction, or low engagement across sessions.
Summarize User Feedback
See whether user feedback is isolated or recurring across XR sessions. Review captured responses across users, sessions, questions, scenes, tags, and segments. Use visual dashboards and filters to surface what users consistently report works well or needs improvement.
Compare Location and Setup
Identify whether location or setup conditions are shaping XR usage. View sessions by country or region, compare tracked physical space size, and understand whether users are in stationary or room-scale mode.
“Relying on data to drive content updates is the holy grail. Cognitive3D offers the deepest analytics I've seen for immersive experiences, letting us base every creative, UX, and UI decision on data.'
Ready to Monitor Session Trends?
Track usage, feedback, and performance trends across XR and robotics in custom dashboards.
Analyze XR & Robotics Behaviour
Understand task performance across recorded sessions. Compare navigation, attention, goal outcomes, object use, and segments to identify repeatable patterns, friction points, and improvement opportunities.
Compare Sessions in 3D
See which spatial behaviour patterns repeat across sessions. Visualize multiple sessions together in 3D to compare movement paths, interactions, and activity. Navigate freely, adjust lighting or geometry, and share timestamped camera views for collaborative review.
Segment & Query Spatial Data
Find precise answers inside complex spatial datasets. Use filters, tags, and segments to narrow down the data that matters. Query sessions and events with simple or advanced logic, then visualize results or send them to AI systems for analysis.
Compare Movement Paths
Know if people or robots move through environments as intended. Compare movement patterns across sessions to see start points, pauses, app crashes, time spent, skipped areas, and exits. Use aggregate navigation evidence to improve layout, design, onboarding, or task flow.
Visualize Where Users Focus
See which areas attract attention and which are overlooked in XR and teleoperation. Visualize gaze patterns with 3D heatmaps and fixation data across sessions. Identify shared focus zones and blind spots to guide better scene design.
Analyze Goal Performance
Reveal how XR and robotics tasks perform at scale. Analyze goal progress step by step to see completions, timing, skipped steps, failures, and drop-offs. Compare results across profiles, sessions, and scenes to refine task design.
Discover How Objects Are Used
See how tracked objects are used at scale in XR and robotics. Compare interaction, gaze, and fixation data across profiles, sessions, scenes, and dynamic objects. Explore each object in 3D with heatmaps and overlays to understand real use.
“Seeing one session gives you context. Comparing thousands reveals patterns. That's how product teams uncover what truly drives performance in immersive experiences.”
Ready to Compare Spatial Behaviour?
Compare movement, attention, object use, and task outcomes across recorded sessions.
Continue Exploring the Platform
Track Full Spatial Experiences
Build a complete spatial record for XR and robotics. Record app activity and capture device inputs so teams can replay, validate, and analyze with confidence.
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Explore XR & Robotics Sessions
Organize and evaluate how individual users or robots behave and perform by accessing spatial data, replaying sessions, or connecting records to AI systems.
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