The Date Is There, the Fact Is Not: Auditing Indian Football's Information Chain

A July morning, roughly thirty kilometres outside Pune, at a pre-season session. Eleven o'clock heat, sprinklers running on the grass, and the club's media officer handing over a piece of paper — one page, four columns. Attendance. Injury status. Planned minutes. Number of youth players.

Every cell was filled. Every cell was empty.

The injury column read "as per plan". Which injury, how many days, which doctor examined him, when he returns — not one detail. The minutes column read "as per management". The youth column read "under process". All three sentences were grammatically complete and informationally hollow.

I folded the sheet and put it in my pocket. For forty years this is what I have done — keep the paper, it will be useful later. But what troubled me that morning was not the sheet's emptiness. It was that it was full.

The most common product of Indian football's information system is a document that is complete in format and zero in fact. This is not a small administrative complaint. It is the problem of an entire apparatus in which clubs, federation, league, media and now data agencies all depend on the same piece of paper.

At that session I counted twelve drills. Nine of them were run by the same coach, and to this day I do not know what level of AFC licence he holds, because no document has that column at all.

The notebook said one thing. The training ground said another.

Who writes the paper, and for whom

Documents in Indian football come from four places. First, AIFF circulars — number, date, subject and a signatory. Second, the league's club-licensing regulations and their annexures. Third, club press releases. Fourth, match-day team sheets and accreditation lists.

Three of these always carry a date and almost never a fact. That is not coincidence. Recording a date is easy and carries no risk. Recording a fact is risk, because facts generate questions, and questions demand answers.

Take August 2026. FIFA suspended the AIFF on 14 August 2026 and lifted it on 26 August 2026. In that twelve-day window the papers that emerged — the Supreme Court order, the Committee of Administrators' mandate, Article 16 of the FIFA Statutes — were all public, all dated, all sourced.

Yet the whole episode was read as a story of "external punishment". The truth was that an election was being stalled, a mandate was being stretched, and the suspension was the product of that deadlock. The paper existed. The reader did not.

This is the oldest lesson of my beat: a shortage of information and a shortage of reading are two different diseases, and in Indian football the second is more lethal.

In 2026, covering the FIFA U-17 World Cup between Delhi and Kolkata, that became clear. India lost 0-3 to the USA, 1-2 to Colombia and 1-4 to Ghana. Jeakson Singh's header against Colombia was India's first FIFA World Cup goal — in the 82nd minute. England beat Spain 5-2 in the Kolkata final.

At that tournament I logged twelve open training sessions and interviewed twenty-seven players. What I understood then was that what shows on the training ground is never said at the press conference. That same year I started "The Pune Notebook" with two junior reporters and set one rule — a 48-hour follow-up on every source. That rule became the spine of the beat.

In 2026-21, when the ISL shut itself into the Goa bio-bubble for 115 matches, there was no locker room, no crowd, and the press conference was a screen. Mumbai City FC won the Shield and beat ATK Mohun Bagan 2-1 in the final. The one thing I had all season was a shared spreadsheet — quarantine days, injuries, travel, available minutes. Forty-two player calls, fourteen coach calls.

That spreadsheet worked because every cell was tied to a source and every source carried a date. When a club said its player was "resting", I had a way to show that the same player had not been visible at practice eleven days earlier.

Count first, then count the excuses

I counted the drills first, then I counted the excuses. That is the method, and it is a sequence — it does not run backwards. Count the excuses first and you get a grievance. Count the drills first and you get a number, and a number carries a question that has to be answered.

In 2026, between the Euros and the Tokyo Olympics, I applied the method to Indian football. Italy beat England 3-2 on penalties, Brazil beat Spain 2-1, and that same summer Christian Eriksen collapsed on the pitch in Copenhagen. I sent a questionnaire to eleven ISL clubs asking: do you have a written cardiac-emergency plan at the training ground, how many people know it, where is the AED kept, and when was it last tested?

Six of eleven had a written plan. Five did not. That is a number you can publish, a number you can turn into three thousand words, and a number after which five clubs must at least explain why they do not have one.

Compare that with a press release a club issued last year about an academy partnership. Four hundred words. "Development", "vision", "holistic approach" — all three present. How many children in the intake, what licence level the coach holds, how many scholarships, what the monthly fee is, on what basis the pathway to the first team is claimed — not one figure.

An academy announcement without an intake number is not an announcement — it is a mood.

The same applies to federation circulars. "The Committee noted that..." — which committee, how many members present, who dissented, where are the minutes. Ask those questions and the answer is usually that the minutes are "internal". The same federation claims transparency in public.

System check: who signs the cheque, who signs the lineup? If those are different people and there is no public paper between them, you have an open accountability gap.

What is not visible cannot be measured

Based on my years of watching matches, I can say that the biggest technical gap in Indian domestic football is not talent. It is that we have no public scale for how teams play.

There is no public xG for the ISL. There is no public PPDA. What exists is this: points, goals, minutes, attendance, occasionally a transfer fee, and very rarely a contract length.

The direct consequence is that tactical analysis becomes opinion by default. When someone says "the pressure increased in the second half", that sentence is not a measurement — it is an estimate. Without PPDA you cannot tell whether pressure increased or the opponent simply released the ball. Without xG you cannot tell whether a team created chances or took shots from distance.

At the 2026 World Cup in Russia I logged twenty-nine penalties — a tournament record — and France beat Croatia 4-2. Every VAR decision there sat on a public, frame-by-frame record. Back home I started the "System Check" column, explaining pressing, set pieces and VAR on five-match samples. To sell it I had to give my editor a ten-week plan and two graphics templates.

That column changed one habit: every ISL match report opened with a 120-word tactical box. But what could go into that box was limited, because what has not been measured cannot go in.

When a league does not publish its data, it does not merely block analysts — it lets clubs off accountability. Because if nobody can say whose pressing intensity has dropped, nobody can ask whose system is failing.

The danger of the nine-dimension report

In recent years a new kind of document has landed on my desk — one that looks like analysis and is in fact a blank form.

Its shape is this: nine sections. Tactical analysis, finance and transfers, results and public opinion, league landscape, rules and governance, management and dressing room, risk profile, media narrative, industry transmission. Tables in every section. Cells in every table. And in every cell, the same word: not available.

The document is technically valid. It passes the schema. It fails no automated check, because the check verifies that the cells exist — not that they contain anything.

Correct schema paired with empty content is the most dangerous class of error, because it does not show.

I have seen documents with no club named, no player mentioned, no figure anywhere — and still spread across nine sections, with headings, with tables. A reader assumes someone did the work. In fact someone filled a form.

The root is upstream. When content is extracted from a source and that source sits behind a paywall, or was pasted in truncated, the extraction returns zero. But the zero is invisible, because the template stands in place. The fault is upstream; the catch is never downstream.

My rule is blunt: if a report has no title, publisher, date, at least five sourced information points and one quantified anchor, it does not get published. However good it looks.

The inverse matters just as much — what a good document looks like. My 2026 bubble spreadsheet had a date and a source against every cell. My 2026 questionnaire had eleven clubs and six answers. Both shared one thing: nobody hid anything, because the question was specific enough that there was no room to hide.

Easy readings, wrong readings

There is an easy way to read this problem, and it is wrong.

The easy way says Indian football needs more data. A data partner, an analytics platform, a dashboard — and all will be well. My count says the opposite. The problem is not a shortage of data; it is that most of the documents that already exist were never intended to answer anything. One more dashboard will simply colour in the same emptiness.

The second easy way is that machines will learn. Automated extraction will read the press releases and pull the facts. But where a document contains no facts, no extraction can manufacture them. Garbage in, garbage out — now in a clean format.

The third, and the most seductive: the progress narrative. Readers raised on the Premier League want to read Indian football as a growth curve. That narrative travels far, and it is comfortable to write. But every claim of progress must be checked against a measurable indicator: how many promotion slots, how many minutes to under-23 players, how many new teams in the league, how many years the pyramid stayed shut. Not one of those four indicators is encouraging on its own.

And here is something I want to say plainly, because without it the criticism becomes fatigue. Some constraints are real. An I-League side with a small budget, a fourteen-hour bus journey and no full-time physio is not hiding data — it does not have any. It should not be accused.

The accusation belongs to those with resources whose paper is still blank. Those with a media department, a digital team, a budget for a foreign marquee signing — and no intake number in the press release.

The same applies to marquee nostalgia. When retired European names are flown in for "global glamour" at a launch, I look at their ages on the team sheet. Glamour has no relation to age, but it certainly has one to ticket price.

Likewise the broadcasting-rights bubble. Streaming platforms buying rights and losing money are repeating the old television mistake — treating the rights as proof of growth when they are a cost. And injury disclosure? Clubs reveal exactly as much as suits them. That is not the product of medical confidentiality; it is its alibi.

What to demand next time

If you are writing on Indian football and all you have is a press release, you have nothing. What you need is this — and it may read like an application form, but it is my method of forty years.

Title, publisher and publication date. At least five distinct information points, each with its source. Two core viewpoints and where the author stands. Named entities — club, player, coach, competition; two of those four unlock half the analysis. And one quantified anchor: a fee, a wage, a points total, a position, minutes, or a contract length.

If you know which door to knock on, Indian football gives you answers. The question is who pays when the door is knocked and an empty sheet comes back?

So far, nobody. A club that will not state its academy intake suffers no consequence. A federation that will not publish minutes loses no licence. But a reporter who writes without a source has his copy spiked. Accountability runs in one direction only, and that is the real imbalance.

Next time a club says its player is "resting", ask one question — how many days, who said so, and how many sessions he missed in that window. Next time an academy partnership is announced, ask for one number — the intake. Next time a circular arrives, ask for the minutes.

Those small demands are the audit no institution performs on itself. And the day an empty sheet carries a cost in Indian football, the first real reform begins. The question is which season that day arrives in — and whether its date, too, will be recorded in a circular, without a single fact.