Continuous Intelligence Loop

Decision intelligence — not data. Watch what your coach sees, not what the model computes.

Pick a player, simulate the personalized HC-framed survey, toggle social listening signals on or off. The model re-scores live — but what you see is what the coach sees: what changed, what it means, what to do. AI complexity stays under the hood.

MM
Mabrey Mettauer
QB · Wisconsin · 4★ recruit · The Woodlands, TX
Yellow
Baseline trajectory
Steady
Transfer risk (FB v8)
0.877
2024 PFF grade
60.6
Combined risk score
0.649
LF
"Hey Mabrey — Coach Fickell wants to learn more about you, your game, and how to help you reach your ceiling. These questions stay between you and the staff. Be honest — there are no wrong answers."
Personalized HC framing — automated by the program (Wisconsin's logo + voice + name). Focus groups confirmed athletes reveal more when they believe the head coach is asking. The QwikU integration adds a 5-8 second synthetic HC video intro per section, deepening the trust signal.

Survey response (10 behavioral dimensions)

Drag any slider to simulate Mabrey's answer pattern across the survey. The model re-scores live.

Social listening pulse

These four signals run continuously between survey cycles. Toggle to simulate what the model sees during the season.

What the model sees → What the coach sees

Live recomputation. Survey responses + social signals → feature columns → updated trajectory + R/Y/G.

Satisfaction readSatisfaction read — the player's read on their own fit, role, and development. Blends coachability, resilience, identity, and patience. 0.0 = unhappy, 1.0 = strong alignment. Drives the trajectory model.
0.50
Culture fit readCulture fit — how well the player's values align with the program. Heavy external influence (agents, NIL collectives) pulls this down. 0.0 = mismatch, 1.0 = strong alignment.
0.50
Authority frictionAuthority friction — likelihood of conflict with coaching staff. Built from authority resistance, external influence, and coachability. 0.0 = clean, 1.0 = high friction risk.
0.50
External pressureExternal pressure — pull from outside voices (NIL, agents, family). Predicts pressure-driven transfers. 0.0 = low, 1.0 = heavy outside pull.
0.50
Updated trajectory tier Steady
Updated combined risk 0.649
Updated R/Y/G signal Yellow
Baseline: Yellow / Steady. Move sliders to see how the survey + social listening can push the trajectory toward Green or Red.

The four input streams

Each runs on its own cadence. The model re-scores when any of them crosses a threshold.

Athlete survey
Quarterly pulse
HC-personalized intake at signing. 5-7 question pulse every 90 days. Updates four survey_* feature columns.
Parent survey
Annual
Cross-references athlete answers on key divergence pairs (NIL, distance, development patience).
PFF weekly snaps
Weekly during season
Snap counts, room dynamics, grade changes. Refreshes Performance Trajectory inputs Tuesday mornings.
Social listening
Continuous (6h sweep)
Sentiment, influence chain, brand-deal velocity, frustration markers. Always-on. Triggers re-score on threshold cross.
Read the full Intelligence Loop doc What is social listening? Survey → model math Full survey instrument (v2.1)