AI Insights Engine

Explainable College Athletics Intelligence

A mock source-aware insight feed that explains what changed, why it matters, who is affected, how confident Portal Pulse is, and what to watch next.

Mock data only. Fictional names, placeholder sources, confidence labels, and timestamps are used to validate the product structure.

Every future claim should connect to a source, confidence score, timestamp, and review state. Predictions are projections, not facts.

Approved mock insights

Review-gated candidates

Generated at

12:20 PM

roster impactmedium · 71%

3 mock sources

Mock insight: offensive line demand is clustering around Metro University

Fictional roster need, mock source volume, and visit activity all increased around multiple fictional offensive linemen connected to Metro University.

Importance

Evidence

Contradictions

Why this matters

Mock roster need and mock visit activity are moving in the same direction, which is the kind of combined signal future users should not have to manually piece together.

What to watch next

Watch whether a second independent mock source confirms the same school-player relationship.

Generated 2026-06-28T12:20:00.000Z

prediction shiftmedium · 63%

2 mock sources

Mock insight: Eliya Brooks prediction movement deserves attention

A fictional prediction shifted after mock visit and roster-fit indicators changed within the same update window.

Importance

Evidence

Contradictions

Why this matters

Prediction movement is more useful when the dashboard can explain which mock signals changed, not just show a new percentage.

What to watch next

Watch for a mock official-source confirmation or a conflicting team-interest signal.

Generated 2026-06-28T12:20:00.000Z

conference movementmedium · 68%

3 mock sources

Mock insight: Mock Central activity is accelerating

Fictional conference movement rose across entries, prediction shifts, and team momentum signals.

Importance

Evidence

Contradictions

Why this matters

Conference-level velocity helps users understand whether isolated updates are part of a wider fictional trend.

What to watch next

Watch whether the fictional movement spreads to additional teams or positions.

Generated 2026-06-28T12:20:00.000Z

Admin Review Routing

Low-confidence insights, weak evidence, source conflicts, NIL-sensitive items, high-impact claims, and possible duplicates are routed away from the approved feed. This page shows the review architecture with fictional mock candidates only.

nil movementlow · 42%

1 mock sources

Mock insight: Mock NIL rumor should stay gated

A fictional NIL rumor has low confidence and should remain in review rather than appear as verified movement.

Importance

Evidence

Contradictions

Generated 2026-06-28T12:20:00.000Z