AI-powered matchup research

AI reads tonight’s slate. You get the version worth saying out loud.

Our models parse the injury wires, box scores, and schedules the moment they change, then an editor turns the output into a short, quotable brief: who’s playing, what shifted, and why the matchup tilts the way it does.

The pipeline

From raw feed to finished brief.

Every game runs the same four stages — three automated, one human. Nothing makes the page unless it changes how you’d describe the matchup.

  1. 01

    Ingest

    Models sweep injury wires, box scores, depth charts, and schedules the moment they move — thousands of updates a day, deduplicated and timestamped.

  2. 02

    Signal extraction

    Pattern models pull out what actually changed: rotation pressure, pace mismatches, efficiency drift, and the splits that carry weight.

  3. 03

    Modeling

    Simulations produce ranges rather than single numbers, with confidence stated plainly so you know how firm the read is.

  4. 04

    Human review

    An editor reads every brief before it ships, cuts anything unsupported, and rewrites it in language you can say on air.

Coverage

Leagues our models sit on all season.

How the models work
NBA
Rotation and tempo models

Minutes shifts, back-to-back load, pace mismatches, travel fatigue.

NFL
Scheme and personnel models

Availability flags, personnel matchups, coaching tendency patterns.

NCAA
Depth and schedule models

Young rotations, tempo swings, week-to-week schedule pressure.

Output formats

Choose the model output that fits your show.

Daily · AI-generated

Morning slate brief

The day's board summarized overnight by the models: what moved, what it means, and the angles worth leading with.

Per matchup · AI-generated

Availability + form file

Injury status, rotation impact, and recent team shape merged into one machine-built file per matchup.

Weekly · Model output

Numbers deep dive

Expanded trend tables, simulated ranges, and split analysis for longer segments and scripts.

Custom · Human-reviewed

Publisher feed

AI-drafted, human-edited sports information ready to drop into shows, blogs, and newsletters.

AI research for conversation, not for the sportsbook.

Everything we publish is AI-assisted, human-reviewed sports information for shows, scripts, newsletters, and fan debate. Models describe patterns; they do not predict outcomes. It is not financial advice, wagering guidance, or a promise about any result.