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Spatial Companions

Mixed-reality companions that anchor guidance to physical space during complex hands-on tasks.

Spatial Companions

Spatial Companions studies how spatially anchored guidance can support people through unfamiliar, hands-on procedures in workshops and labs.

Can spatially situated cues reduce cognitive load during complex physical tasks better than screen-based instructions?

Task analysis with practitioners informed a set of interaction patterns for anchoring, sequencing and confirming steps in space.

We built XR prototypes and ran comparative studies against traditional instruction formats, measuring completion and error rates.

Evidence that spatial anchoring improves confidence and reduces errors, with a reusable pattern library for spatial guidance.

Karyafe Lab, Department of Design, IIT Kanpur — 2025

For enquiries about this project, contact Karyafe Lab at karyafe@iitk.ac.in.