Insights

Deterministic interaction intelligence. Verification-needed signals, not absolute truth.

Hannah Taylor

Confidence: medium (0.49)

Rapport: 53/100 (mixed_or_unclear)

Verification-needed risk: 2/100 (low_hypothesis)

Uncertainty: low_word_volume, low_human_validation

Samples: 7 utterances, 34 words

Open Explainability

Madison - InPwr

Confidence: high (1.00)

Rapport: 94/100 (likely_positive)

Verification-needed risk: 12/100 (low_hypothesis)

Uncertainty: low_human_validation

Samples: 56 utterances, 613 words

Open Explainability

Mandy Vo - InPwr

Confidence: high (1.00)

Rapport: 100/100 (likely_positive)

Verification-needed risk: 8/100 (low_hypothesis)

Uncertainty: low_human_validation

Samples: 159 utterances, 1697 words

Open Explainability

Marcus Hardeem - InPwr

Confidence: high (1.00)

Rapport: 61/100 (mixed_or_unclear)

Verification-needed risk: 13/100 (low_hypothesis)

Uncertainty: low_human_validation

Samples: 95 utterances, 1125 words

Open Explainability

Sara Wood

Confidence: high (0.86)

Rapport: 50/100 (mixed_or_unclear)

Verification-needed risk: 6/100 (low_hypothesis)

Uncertainty: low_human_validation

Samples: 25 utterances, 171 words

Open Explainability