The reasoning engine for basketball
Beyond the data.
One engine, every decision
Not an analytics tool. An operating system.
01
The Player
Follow one athlete from the first read to the final level.
Player Intelligence
One player on the universal KR scale: components, 54 traits, scheme fit, every level.
Development
The one skill that moves the ceiling most, the plan to close the gap, and who develops it.
Placement & Pathways
Where a player should go: the level ladder and the real teams and leagues that fit.
Representation
Your NIL rep or agency graded as an institution from the record: deals beat-vs-market, quality, retention, and eligibility, read for the athlete choosing representation.
Era Projection
The same player moved across eras, translated factor by factor.
02
The Team
Read a team, play the game, coach it.
Team Intelligence
Team KR and the full stack: talent versus production, scheme identity, where it breaks.
Simulation
Project any matchup, season, or postseason run, then trace exactly why it happened.
Game Ops
The scout, the live command center, the halftime adjustments, and the postgame audit.
Game Grades
KPG and KTG: the single-game player and team grades on the rating scale, the honesty check on the standing KR.
03
The Staff
Rate the people who build the team and the program behind them, the fingerprint that travels.
Coaches
The head coach and the whole staff, graded never on raw wins but on what beats the baseline, then run through the portability test across programs.
Performance
The strength staff as a named actor: the physical-development gain, and whether it travels.
Medical
The medical staff as a named actor: the availability gain, normalized for load and roster.
Program
The institution as developer and destination, on three axes that never collapse.
04
The College Program
Run a college program: find, price, and build.
Recruiting
Portal, high school, and JUCO in one currency, ranked by how much they move the team.
Transfer Portal
The college-to-college market: targets priced per destination, fit, and cost to land.
Valuation
What a player is worth, priced two ways: market value (his NIL market number) against value to your team, and the gap that is your edge.
NIL Intelligence
The NIL operation: compliance, budget and ROI, benchmarks, revenue sharing, red flags.
Funding & Scholarships
Settlement compliance, funding sources, the eligibility clock, Title IX, equivalencies.
General Manager
The collective and cap operator rated as a person, the way a pro GM is.
College Roster
Add a player, re-run Team KR, read the delta against the scholarship and NIL cost.
05
The Front Office
Run a pro franchise: draft, sign, trade, and build under the cap.
NBA Draft
The board by slot, team-conditioned, the AI-GM room, and pick disposition.
Free Agency
The domestic signings market under the cap: UFA and RFA, Bird rights, exceptions.
Trades
The two-sided trade market: salary matching by apron, aggregation, both teams must gain.
Transfer Market
The global market: movement across leagues and borders, fees, buyouts, clearances.
General Manager
The pro GM on five pillars: acquisition, retention, spend, conduct, and managing up.
Owner
The owner on commitment, non-interference, patience, and infrastructure.
Pro Roster
Add, move, or cut a player and re-run the Pro Team KR: the delta is the answer, priced against each league's rulebook.