Keep every study session inspectable, from data logging to analysis

Connect app activity and device context with session verification, 3D replay, condition comparison, and documented export. Track VR & AR Research, Explore Participant Behaviour, Analyze Aggregate Group Findings.
Cognitive3D dashboard showing an XR research session replayed in 3D with participant gaze and movement overlays

What the record has to hold before analysis

A completed session is not proof the record is usable. Before a session enters analysis, the lab needs to see what it actually captured. These are the four things the study record can show.

  • Verify each session record

    Inspect captured streams, platform and device context, goals, feedback, and the event timeline, then decide which sessions need replay or deeper review.

  • Replay participant behaviour in context

    Review movement, interaction, goals, and observed attention inside the 3D environment, from the angle and the moment that matter.

  • Compare conditions like for like

    Tag sessions by condition, cohort, site, or version, then compare goal timing, movement, and observed attention on identical scenes.

  • Export documented study data

    Take session and query data into existing analysis workflows through supported exports and APIs, with schemas and session context available for review.

Turn study sessions into analyzable evidence

Track XR Research Sessions

Build a complete record of what happens in your XR study. Record app activity and capture device inputs so teams can replay, validate, and analyze with confidence.

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Explore Participant Behaviour

Organize and evaluate how individual participants behave, decide, and perform by Accessing Study Data, Replaying Sessions, or connecting insights to AI systems.

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Analyze Aggregate Group Findings

See how your XR study performs across conditions. Monitor trends, compare session behaviour, and prepare aggregate study data for dashboards, reporting, and AI analysis.

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TRACK XR ACADEMIC RESEARCH

Capture what actually happened in the experiment

Record What Happens in XR Experiments

Prove what happened inside your XR experiment. Capture scenes, sessions, objects, goals, feedback, and performance data to replay, validate, and improve the study.

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Record What Happens in XR Experiments

Record Participant Activity

Know what happened and which moments need review. Capture how participants move, explore, interact, and spend time from start to finish. Use the session record for accurate 3D playback and comparison across sessions.

Ask Questions in XR Studies

Validate where participants hesitated while the feedback is still fresh. Ask questions directly inside XR using multiple choice, scale, or voice responses where enabled. Collect and review the feedback alongside the session that produced it.

Record Participant Activity

Capture How Participants Interact in XR

Understand how participants move, look and respond through XR hardware. Headset, input, gaze and sensor data give every session the device context an analysis needs.

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Capture How Participants Interact in XR

Research teams reviewing XR study sessions

Research teams use Cognitive3D to review participant sessions, compare conditions, and take XR data into analysis workflows.

Adding Cognitive3D to your experiment

Engines and devices
Pre-built SDKs for Unity, Unreal, C++, AndroidXR, visionOS, and WebXR
Consumer and enterprise XR headsets and devices
Gaze and fixation on supported eye-tracking devices
40+ engine, tool, and platform integrations
What the setup involves
Add the SDK to a study scene your team has built
Define trial flow with goals, events, and custom properties
Task-specific logic stays yours to write
Documentation, samples, and support for the integration work
Data and export
Documented schemas for session and query data
CSV, JSON, and REST API
Session and device context retained with every export
Public cloud, dedicated cloud, or on-premises options on request
EXPLORE PARTICIPANT BEHAVIOUR

Review each session in full context

Access, Manage, and Connect Study Data

Find the session you need without digging. Participant profiles, session details, tags, filters, exports and MCP Server access sit in one place.

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Access, Manage, and Connect Study Data

Replay XR Research Sessions in 3D

See movement, gaze, timing and objectives together, so every reviewer works from the same record. Move through the session from any angle, at any timestamp.

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Replay XR Research Sessions in 3D

Review a Session in 3D

Validate what happened in your study with replayable 3D evidence. Replay sessions from any angle, jump to key moments, adjust lighting, listen to audio when captured, and share timestamped views for review.

Evaluate How a Participant Performed

See exactly where individual participants succeed or struggle in XR. Analyze goal progress step-by-step to understand actions, timing, completion rates, missed steps, and breakdowns across task flows.

Review a Timeline of Study Events

Verify the sequence of activity across the session. Review a clear timeline of events, actions, transcripts and goals, then prepare sessions for replay or AI-assisted analysis.

Review a Session in 3D
Matt Manuel

“Our replay engine shows exactly how a user moved, where they looked, and what they did. It's not a simulation. It's a synced 3D recording teams can trust to find clear, actionable insights.”

Matt Manuel

VP OF ENGINEERING

How the three steps work on a real experiment

Track, explore, and analyze, applied to two conditions of the same task.

  1. Tracked. A participant completes the task, and the session record shows which streams were captured and under what device conditions.

  2. Explored. The event timeline and 3D replay show the sequence, including where the participant went that the protocol did not anticipate.

  3. Analyzed. The tagged conditions are compared on the same task, with the individual sessions still available behind the group view.

  4. Exported. The evidence set goes into the lab's own analysis tools, with schemas and session context intact.

ANALYZE AGGREGATE ACADEMIC INSIGHTS

Compare across conditions, cohorts, and devices

Monitor Research Trends Across Your Study

Know whether the study is holding steady or drifting. Track usage, comfort, feedback, performance and custom dashboard trends across cohorts.

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Summarize Participant Feedback

See whether participant feedback is isolated or recurring across XR sessions. Review captured responses across participants, sessions, questions, scenes, tags, and segments. Use dashboards and filters to surface what participants consistently report.

Monitor Research Trends Across Your Study

Analyze Participant Behaviour Across XR Research

Compare navigation, attention, goal outcomes, and object use across participants and conditions, with the individual sessions available behind each pattern.

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Analyze Participant Behaviour Across XR Research
Tony Bevilacqua

“Seeing one session gives you context. Comparing thousands reveals patterns. That's how product teams uncover what truly drives performance in immersive experiences.”

Tony Bevilacqua

FOUNDER & CEO

Bring your study and inspect the path from session capture to analysis

Review what the record holds before you commit a cohort.