---
id: "action-harvest-xr-telemetry"
type: "action-item"
source_timestamps: ["§ Getting Started"]
tags: ["analytics", "continuous-improvement"]
related: ["framework-xr-implementation"]
action: "Analyze VR emotional tracking, AR efficiency metrics, and MR collaboration data to refine training."
outcome: "Continuous improvement of upskilling strategies based on objective behavioral data."
speakers: ["Paola Cecchi-Dimeglio"]
sources: ["reskilling"]
sourceVaultSlug: "hbr-seg-reskilling"
originDay: 10
articleStem: "hbr-edu-33-new-tools-workforce-training"
sourceUrl: "https://hbr.org/2025/12/the-new-tools-that-can-improve-workforce-training"
sourceTitle: "The New Tools That Can Improve Workforce Training"
---
# Harvest XR Platform Telemetry for Insights

## Harvest XR Platform Telemetry for Insights

**Action:** Leverage the unique datasets modern XR platforms generate to refine training:
- **[[concept-virtual-reality-training|VR]]** — track emotional responses and decision patterns.
- **[[concept-augmented-reality-training|AR]]** — measure task efficiency and error reduction.
- **[[concept-mixed-reality-training|MR]]** — analyze collaboration dynamics.

**Expected outcome:** continuous improvement of upskilling strategies based on **objective behavioral data**. Step 6 (and the flywheel) of the [[framework-xr-implementation|XR Implementation Strategy]]. *(Note: emotional/biometric telemetry raises privacy and consent obligations worth governing explicitly.)*