Predictive signals

Signals highlight at-risk learners, engagement shifts, and forecasted outcomes.

At-risk learners

{{ $summary['at_risk'] ?? 0 }}

Confidence: {{ number_format((float) ($summary['avg_confidence'] ?? 0), 2) }}%

Engagement drop

0%

Last 14 days

Completion forecast

0%

Next 30 days

Signal trends

Chart placeholder: signal volume and confidence over time.

Signal breakdown

Chart placeholder: signal types by cohort.

Latest signals

Table placeholder: student, signal type, confidence, suggested action.

@forelse($signals as $signal)

{{ $signal['signal_type'] }}

{{ number_format((float) $signal['confidence'], 2) }}% · {{ $signal['generated_at'] ?? '—' }}

@empty
No predictive signals yet.
@endforelse