Unrailed! gameplay analysis

project overview

what games reveal about real-world teamwork

my role

user researcher

user researcher

user researcher

key insight

communication frequency was the #1 predictor of team success, outweighing team cohesion, task distribution, and even trust.

users trusted their gut and intuition over ai, so we designed a tool that surfaces errors while preserving human judgement and final control.

communication frequency was the #1 predictor of team success, outweighing team cohesion, task distribution, and even trust.

methods & tools

scope: quantitative & qualitative tools: webex, kinovea, excel timeline: 9 weeks

scope: quantitative & qualitative tools: webex, kinovea, excel timeline: 9 weeks

scope: quantitative & qualitative tools: webex, kinovea, excel timeline: 9 weeks