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RootCause AI

STEM Investigation Platform

Robot Arm Malfunction

An industrial robot arm suddenly stopped during an assembly operation.

Predicted Root Cause

Not Evaluated

AI Confidence

0%

Evidence Board

Analyze clues before forming a hypothesis

4 Evidence
Evidence #1Thermal

Joint temperature reached 85°C.

Evidence #2Mechanical

Servo motor jitter detected.

Evidence #3Evidence

Power spikes recorded.

Evidence #4Evidence

Robot arm became unresponsive.

💡 Strong investigations connect multiple evidence sources before identifying the root cause.

Investigation Hypothesis

Explain what caused the failure and support it with evidence.

Strong investigations connect evidence, engineering logic, and root cause analysis.

0 words

Recommended: 40+ words

Reasoning Analysis

AI evaluation of engineering thinking

Grade: Needs Improvement
0
Score
Evidence Usage10%
Engineering Logic0%
Root Cause Accuracy0%
10%
Evidence
0%
Logic
0%
Accuracy

AI Evaluation Report

Scientific reasoning assessment

Awaiting Investigation

Submit a hypothesis to receive engineering feedback, reasoning analysis and improvement recommendations.

Root Cause Chain

Submit a detailed hypothesis using multiple evidence points to generate the root cause chain.

Investigation Timeline

Submit a detailed hypothesis to generate an investigation timeline.