The 'martial_arts' Code Lumps Kata, Taolu and Sanda Into One Budget Line: A Measurable Fracture From Chiang Mai

On March 14, 2026, in a budget meeting in Bangkok, an accountant from the Sports Authority of Thailand slid a sheet of paper across the table and asked a question it took me four years to answer fully: if both sit under the code martial_arts, why do these two athletes need two completely different sums of money? One was a twenty-two-year-old Muay Thai fighter cutting weight for a bout at Rajadamnern. The other was a nineteen-year-old female wushu taolu athlete spending six hours a day holding stances in front of a mirror. One code. One budget line. Both failing, in two different ways.

I learned to read labels in 2026, at Chiang Mai's 700-Year Stadium, when I built a framework of twelve biomechanical indicators for forty 400m hurdlers. That was when I understood that data does not lie, but the people reading it do. A wrong label breaks no one's leg. A wrong label used to divide money breaks an entire generation.

In December 2026, the International Olympic Committee granted full recognition to six international sports federations, among them the International Federation of Muaythai Associations (IFMA) and the International Wushu Federation (IWUF). On paper, muay Thai and wushu sit on the same floor. Inside, they are four different sports: Muay Thai, sanda, taolu and kata. Four sports, four muscular systems, four injury curves, four scoring systems, four revenue models. Yet in most administrative spreadsheets across Southeast Asia, all four collapse into a single cell.

Karate is the clearest lesson. At Tokyo 2026, karate entered the programme with eight medal events: men's and women's kata, plus three kumite weight classes per gender, eighty-two athletes in total. Ryo Kiyuna took men's kata gold. Steven Da Costa took men's kumite gold. Ivet Goranova took women's kumite gold. Four years later, at Paris 2026, karate was gone from the programme. A sport can be recognised at the highest level and then pulled from the biggest stage within a single cycle.

Kata and kumite share one federation and one name, but share nothing physiologically. Kata is a forms routine scored by a panel, measuring quality of movement, lasting roughly sixty to eighty seconds. Kumite is three rounds of three minutes, scored on clean strikes and penalties. Wushu's taolu and sanda repeat exactly that structure. When a sports system calls those four things by one name, it is not simplifying. It is concealing.

The classification code is the first instrument of intervention, not an administrative formality. When taolu and Muay Thai share one code, team doctors have no separate protocol for reading load data. Strength coaches do not know whether to track heart-rate variability by round or by forms cycle. And finance officers have no way to explain why one athlete needs two hundred thousand baht for physiotherapy while the other needs the same amount for a performance coach.

In combat-sport injury data, concussion is the leading risk and the cumulative one. In taolu and kata, the common injuries sit in the ankle, knee and lower back, from repeating a single movement thousands of times a week. These two injury mechanisms require two different prevention programmes: one manages round counts and post-impact recovery time, the other manages repetition volume.

Rapid weight cutting exists only in the combat group and not at all in the forms group. Industry surveys over many years show that most fighters cut weight through dehydration in the seventy-two hours before the scale, then rehydrate within twenty-four hours. That is a medical procedure requiring supervision. Folding it into a shared code with taolu means nobody supervises it.

Scoring is the final difference, and the most misunderstood. Wushu taolu is judged by five officials, with the highest and lowest scores dropped and the remaining three averaged, plus a difficulty score. Sanda is scored on valid strikes, takedowns and fouls across three rounds. Muay Thai is scored round by round on a hierarchy of clean striking, control and imposition. Three scoring systems produce three different kinds of winning athlete.

The age curve differs too. Taolu and kata athletes usually peak between twenty and twenty-four, because scores depend on precision and difficulty. Combat athletes usually peak between twenty-four and thirty, when strength, durability and decision-making converge. If a federation merges both groups into a single metric called outstanding young athlete, it will mis-select one of the two.

Revenue follows the same split. Muay Thai in Thailand runs on gate receipts, television contracts and the betting economy at Rajadamnern and Lumpinee, alongside money from ONE Championship, where Rodtang Jitmuangnon and Stamp Fairtex became media assets. Taolu lives on state budgets, scholarships and SEA Games slots. One side has market money; the other depends entirely on public funding. Blending two models into one reporting line makes sponsors misread scale, and makes regulators believe one sport is subsidising the other.

In 2026, when competition halted, I sat in an empty Chiang Mai stadium for six straight months and wrote a forty-page report on a sustainable financial model. Sponsorship for Thai athletics fell sixty-five per cent year on year, and twelve young athletes quit training because they lost income. When the stands are empty, you hear the breathing of the contest more clearly. Martial arts federations were collapsing at the same time, but they had no shared data picture to prove it.

One shared code causes one measurable kind of damage: per-athlete spending gets flattened. A Muay Thai fighter needs collision insurance, a ringside doctor and weight oversight. A taolu athlete needs a performance coach, a mirrored training hall and a shock-absorbing floor. Flattening those two needs into one rate means both fall short, each missing half of what it requires.

Putting a martial art into the Olympic programme is usually read as the pinnacle of success. The data reads the other way. Karate entered Tokyo 2026, was cut from Paris 2026, and several European countries slashed karate budgets immediately after the decision. When a sport bets its entire financial strategy on one Olympic slot every four years, it makes itself a hostage. Muay Thai and wushu are walking the same road, with the same faith.

The harder question is who benefits from the blur. A merged code makes reports tidier, meetings shorter, and spares officials from choosing trade-offs between two athlete groups with no shared voice. That tidiness has a price. It is paid by young athletes who do not know which standard they are being trained to, and by budget lines nobody can explain.

People will say granular classification makes the machinery bloated, that Thailand and Vietnam lack the staff to split four departments for a few dozen athletes. Administratively, that is true. But splitting data and splitting departments are different tasks. One sports medicine office can hold two protocols under a single payroll code. Every record is written in the ink of conditions, and only the naive believe in permanence.

In Vietnam, wushu exists in two distinct branches: taolu, where Duong Thuy Vi and Hoang Thi Phuong Giang have won at regional level, and sanda. The two branches train in different halls under different head coaches, yet usually share one annual budget line. When one branch needs more spending, the other loses its share. Nobody calls that competition. They call it structure.

At fifty-nine, I still hold a position some may call rigid. Demanding that a fighter returning from concussion prove himself in his very first bout is a cruel way to treat a person, and it raises the odds of re-injury. An athlete never collapses from lack of strength, but because the structure around them cracked beforehand. In taolu, that cruelty takes another shape: a SEA Games slot decided by a single trial session.

So what should be done, and where to start. The cheapest starting point is data coding, and it can begin at provincial level. Every athlete gets a file stating a specific discipline rather than a generic label. Every discipline gets its own injury indicator set, updated quarterly. Every group gets a separate budget line tied to its own output indicators. None of this requires new headcount, only one person accountable for signing the classification column.

Splitting data codes sounds like back-office work. It is the first protective act of any sports system, because it determines who gets measured, by what, and who pays for that measurement. A sports system that cannot name what it manages cannot protect it. And in Chiang Mai, after four years, my answer to that accountant came down to one line: split the cell before you split the people.