The reasoning engine for golf
Beyond the data.
One engine, every decision
Not an analytics tool. An operating system.
01
The Golfer
One golfer on the universal scale, read through the course he actually plays.
Player Intelligence
OVERALL KR, the three components (Skill, Athletic, Processing), the four phase KRs, the archetype-weighted trait library, and the two-dial confidence.
Course Fit and Intelligence
The course as the test: the course archetype crossed with the seven-dimension setup vector, fit as a coverage read, and the Course Explorer on demand.
Development
The trajectory and per-trait developability, the golf peak-timing model (distance peaks early, short game ages slower), and the amateur pathway.
Placement and Pathways
The amateur-to-pro and cross-web projection through the connected-fields chain: an entry read, a ceiling, a floor, a median, and where a golfer should play.
Era Projection
The same golfer moved across the equipment, distance, and agronomy eras factor by factor, with the coming rollback flagged contested.
Representation
The agent or management graded as an institution on its record: where it moved its golfers, the deal versus market, retention, and fit.
02
The Tournament
Read the field, play the week out, work the round, and set the cup pairings.
Field Intelligence
Field strength and difficulty to win as two distinct reads, the field KR distribution, and the venue read.
Simulation
The per-round scoring distribution, the cut, weather and wind, and win, top-five, top-ten, and head-to-head probabilities against the market, plus match play.
Round and Week Ops
The pre-tournament course-and-field advance, in-round strategy and risk support, and the post-round strokes-gained debrief and KR update.
Round Grades
KPG and KTG: the single-round player and single-competition team grades, and the honesty check on the standing KR.
Cups and Team Formats
The match-play team events: the session Team KR, foursomes and four-ball pairing chemistry, singles order, and the cup captain.
03
The Golfer's Team
The people around the golfer: the coach, the program, and the man on the bag.
Coach and Instruction
The instructor rated on pillars, assigned an archetype, with the record separating the environment from the talent and the portability read.
Program and Academy
The institution as developer, the development residual (golfers beating or missing their projected curves), feeding the institutional bet.
Caddie
The caddie as a named actor: the on-course reads, club-and-target and risk support, and course knowledge, graded on contribution over the baseline and portability.
04
College Golf
Run a college program: recruit, fund, and build the count-best-of-five team.
Recruiting
High-school, junior, and portal targets in one currency, ranked by how much each moves the counting team, against the recruiting calendar.
Transfer Portal
The college-to-college market: targets priced per program, fit, and cost to land, and retention read from the other side.
NIL and Amateur Status
The amateur money layer under amateur-status rules, and the compliance surface, referred to a specialist wherever the rules are in flux.
Funding and Scholarships
The college roster and scholarship regime, the settlement-era funding and roster limits, the eligibility clock, and Title IX, flagged current-as-of.
College Team and Roster
The count-best-of-five team read, roster construction, the composition-and-course-fit read, and the multi-year contention window.
General Manager
The college program operator rated as a person: recruiting, development, roster and schedule construction, and sustained results.
05
The Pro Game
The schedule, the four streams, the one contract, and the status that prices them.
Career and Management
The golfer's team (agent, coach, caddie, equipment, schedule), schedule and course-fit optimization against the access rules, and the three bets kept separate.
Value and Earnings
The four-stream model (expected prize money by simulation, the season bonus pools, guaranteed contracts, and endorsements), and price-is-not-value.
Guaranteed Contracts
The breakaway-tour guaranteed-money valuation, the one contract-to-value vehicle in the sport, with the reported ranges flagged v0 and contested.
Endorsements and Marketability
The dominant stream at the top, driven by ranking, majors, marketability, home market, and narrative, the sharpest expression of price-is-not-value.
Governance and Status
The tour, eligibility, and access ladder, the world-ranking mechanics, category priority and exemptions, and the ruling bodies, with the rollback flagged contested.