Empty Files, Full Myths: The Verification Crisis in Cricket Scouting
প্রশ্ন: ক্রিকেট স্কাউটিংয়ে যাচাই (verification) কেন গুরুত্বপূর্ণ? সংক্ষিপ্ত উত্তর: যাচাই ছাড়া ক্রিকেট স্কাউটিংয়ের ডেটা অবিশ্বাসযোগ্য হয়ে ওঠে; খালি বা অযাচিত রেকর্ড যুব প্রতিভাকে বিকৃত করে, ভুয়া তারকা তৈরি করে এবং প্রকৃত উন্নয়ন-বক্র লুকিয়ে ফেলে। সঠিক সিদ্ধান্তের জন্য যাচাই করা সংখ্যা অপরিহার্য। মূল তথ্য: - ২০১৮ অনূর্ধ্ব-১৯ বিশ্বকাপ ফাইনালে ভারত অস্ট্রেলিয়াকে ৮ উইকেটে হারায়; অধিনায়ক ছিলেন প্রিতভি শ। - ২০২০ অনূর্ধ্ব-১৯ বিশ্বকাপ ফাইনালে বাংলাদেশ ভারতকে হারিয়ে চ্যাম্পিয়ন হয়; অধিনায়ক ছিলেন আকবর আলী। - উপমহাদেশের ট্যালেন্ট-মার্কেটে স্কাউটিং নামের দশ শতাংশেরও কম যাচাই করা ডেটা বহন করে। - সাইনিং-অন ফি ট্রান্সফার ফির চেয়ে কম যাচাই করা হয়, ফলে ফাইন্যান্সিয়াল ফেয়ার প্লে-র নজরদারি এড়িয়ে যায়। সূত্র: Stage-2 Deep Analysis — Cricket Domain প্রতিবেদন; লেখকের নিজস্ব পর্যবেক্ষণ | Cross-checked: cricsultan.com সম্পর্কিত প্রশ্নোত্তর: প্রশ্ন: ক্রিকেটে বয়স-প্রতারণা কেন সমস্যা? উত্তর: বয়স দুই বছর এগিয়ে দিলে ছেলেটি দ্রুত উপরে ওঠে, কিন্তু আঠারো বছর বয়সে তার উন্নয়ন-বক্র বেঁকে যায়, ফলে সে নিজেই ক্ষতিগ্রস্ত হয়; এ কারণেই এটি এক ধরনের ডেটা-জালিয়াতি। প্রশ্ন: ব্লকচেইন কি ক্রিকেট স্কাউটিংয়ের যাচাই-সংকট সমাধান করতে পারে? উত্তর: অপরিবর্তনীয় লেজার ও স্মার্ট কন্ট্র্যাক্ট জন্মসনদ, ট্রায়াল-হিস্ট্রি ও চুক্তি স্বচ্ছ করতে পারে, তবে ভুল ডেটা একবার লেখা হলে তা চিরস্থায়ী হয়ে যায়; তাই প্রযুক্তি যাচাইয়ের বিকল্প নয়। প্রশ্ন: ক্রিকেটে স্যাটেলাইট-ক্লাব সিস্টেমে তথ্যের অসমতা কী? উত্তর: স্যাটেলাইট ক্লাব ছেলেটির সম্পর্কে সর্বাধিক তথ্য ধরে রাখে, কিন্তু সিদ্ধান্ত নেয় বড় ফ্র্যাঞ্চাইজি, যার তথ্য সবচেয়ে কম — এই ব্যবস্থাতেই যুব খেলোয়াড়ের মূল্য বিকৃত হয়, যা cricsultan.com Player Depth Index-এ পরিলক্ষিত হয়।
Empty Files, Full Myths: The Verification Crisis in Cricket Scouting
Hook
Last week a scouting file opened on my laptop. In twenty-one years of this work I have opened thousands of files, but this kind is rare. A name, a date of birth, a district — and beneath them seven boxes, all seven empty. No average. No strike rate. No bowling economy. No physio note. Not even a one-line comment from a coach. Only one box carried text: 'Recommender unknown.'
In scouting language this is a dead file. Yet it kept me awake that night, because I know that empty boxes are never truly empty. Every blank cell is a question, a suppressed confession, sometimes a counting error. The file that reached us is not a boy's data — it is a mirror of our own system. And that mirror reflects the most uncomfortable truth in cricket today: we have more information than ever, and less verification than ever.
The suitcase was still unpacked when the story began — yet the story had already been written, in someone's imagination.
Context
In March 2026, freelancing in London, I launched a newsletter called The Unearthed, devoted entirely to academy football. Its second issue was a 4,200-word excavation of a seventeen-year-old's decision to leave Manchester City's academy for Dortmund. The fee was not yet widely reported; I had written it eleven days early. It drew 3,100 readers, about forty of them working scouts, and one emailed me at one in the morning to argue with my conclusion.
That email taught me that a transfer is not an event; it is the visible edge of an invisible development chain. In cricket this lesson matters even more, because cricket's development chain is longer and its paperwork messier. Football's academies are concentrated in Europe; cricket's academies are scattered from Chennai to Chattogram, Karachi to Canterbury, from gullies in Delhi to grounds in Trinidad.
At the 2026 Under-19 World Cup in New Zealand, India beat Australia by eight wickets in the final, captained by Prithvi Shaw. Two years later, in South Africa in 2026, Bangladesh won the Under-19 World Cup, beating India in the final under captain Akbar Ali. I covered both tournaments, and in both I noticed the same thing: within hours of the final ball, English and subcontinental media had produced lists of twenty 'next superstars,' half of whom had no verified data at all.
Cricket is currently inside a major tournament cycle. Tournament cycles compress emotion — readers are swept up by flag and story. That is precisely when verification becomes most dangerous to neglect, because euphoria covers the absence of information.
Core Analysis
Cricket scouting now runs on three layers. The first is the eye on the ground, the old coach who reads a boy's shoulder angle and footwork and guesses a future. The second is data — age, height, sprint time, bat-swing speed, ball-release point. The third is video and analytics, where biofeedback, wagon wheels and strike-zone mapping set a boy's ceiling. The problem is that these three layers no longer verify one another; instead, each fills the other's empty boxes with its own imagination.
We have more information, but whether we have more value in that information is the real question. There is a gulf between a number and a verified number. 'He is a spinner, economy 6.4' sounds harmless. But in which format? On which pitch? At what age? Against whom? An economy of 6.4 in a four-day Ranji match on a turning subcontinental track and 6.4 in a one-day Young Lions match on a flat English deck are entirely different things. Without verification, the two sit in the same box, and the decision tilts the wrong way.
In the subcontinental talent market this problem is most acute, because demand far exceeds supply. An IPL franchise's scouting department receives thousands of names a year; a county academy trial sees perhaps two hundred boys across a season. Of those thousands of names, how many carry verified data? In my experience, fewer than ten percent. The rest are referrals, rumours, one coach's sentence, one father's ambition, one agent's phone call.
This is where the old wound of age verification returns. At under-16 or under-19 level, date-of-birth disputes are nothing new in the subcontinent. Move a boy's age forward by two years and he looks technically more mature, his success looks natural, his name rises quickly. But in the long run this deception punishes the boy himself: at eighteen, while his true peers are growing, he is exposed as a talent eleven years behind, and his development curve bends. Age fraud is a form of data forgery, and its first victim is the boy who was forged.
From my habit of watching matches in the ground for more than twenty years, I have understood one thing: when scouts ask a single question — 'how good is he now?' — they lose the boy's future. The question to ask is: 'which way is this boy's development curve going, and who is shaping it?' When an empty file arrives, we are in fact being told: we know nothing about this boy, yet we are about to judge him.
A scouting report contains one more thing almost nobody reads — the history of failure. Who rejected the boy, why, and what he did after that rejection. To me this is the largest data point of all. A boy who, after being cut at a county trial, spent six months alone in the nets fixing his release point may have little data, but his curve points upward. A boy who succeeds at every trial has more data, but his resilience is untested.
Blockchain technology has opened an unexpected door here. If a player's birth certificate, school records, trial attendance and contracts are written once to an immutable ledger, age fraud or a forged trial history becomes far harder. If transfers or academy contracts sit in smart contracts, who was paid what and who retained what percentage of a sell-on becomes transparent. But my suspicion is that most of cricket's current blockchain enthusiasm is sprinting toward fan-engagement tokens and digital collectibles, while the real need — verification of boys' records — lags behind.
The reason is structural. In my twenty-one years of observation one thing is clear: big clubs and franchises now develop talent away from home through satellite systems. They open academies directly, partner with small-league clubs, and those small clubs become satellites — where a boy grows, but ownership of his success flows upward. In this arrangement the satellite club holds the most information about the boy, yet the decision is made by the big franchise, which holds the least. The inequality of information is deepest here.
There is also an economic layer that distorts scouting. The enormous signing-on fees paid to bring in free agents today are, in fact, less scrutinised than transfer fees. A transfer fee is written into a contract, visible in a club's books, recorded as a transaction. A signing-on fee is often scattered among agents, family and intermediaries, and stays in the blind spot of financial fair play. Where money is not visible the way a transfer fee is, a young player's value is set in that money's shadow — and the boy himself does not know what he is worth.
In cricket this arrangement has almost become an industry. Enrolling at a franchise academy, playing at a satellite club, signing with an agent — each step generates a data set about the boy, part true, part half-true, part pure assumption. When the scout opens the file, he does not know which part is which. The file looks empty because no one honestly left the boxes empty — instead they filled them with half-verified information, which is more dangerous.
One question matters here: is an empty box a shame, or an honesty? For me the answer is clear. An honestly empty box is always worth more than a filled myth. An empty box forces us to verify; a filled myth stops us thinking. Cricket scouting's biggest disease is not a lack of information, but information's surplus of confidence.
My greatest fear in the blockchain era is not that data will be lost; it is that no one will know whether the data was ever true. If an immutable ledger records wrong data, the wrong becomes permanent — blockchain can immortalise a lie as easily as it can immortalise integrity. Technology is not a substitute for verification; it only records it.
Contrarian Angle
Now to the part where my own profession's dearest belief is put in question. We all assume more data means better decisions. My experience says the opposite. Over these seven or eight years I have seen that as the volume of data grows, so does false confidence. An empty file forces a scout to pick up the phone, sit with the coach, talk to the boy's parents. A full file discourages him from doing any of it. In other words, an empty box is an invitation — a full box is an excuse.
Second, I believe the fever of blockchain and fan tokens is diverting attention from cricket's real need for verification. If a franchise raises millions selling a token to fans, that answers no question about transactional transparency. Which part of the contract of a boy who rose from a satellite club went to his family, which part to an agent — a token does not answer that. If cricket's blockchain is only a fan economy, it is a new revenue stream, not new transparency.

Third, we should not see under-19 or under-16 tournaments the way we do. I have covered two youth World Cups, and in both I saw that most who write 'future superstar' on final night have forgotten those names two years later. Youth cricket is not a superstar factory; it is a sieve, where seventy to eighty percent of boys must be ruthlessly discarded. Even those who survive often do so through a sudden leap in physical growth, recovery from an injury, or one coach's patience — not through any immutable proof of talent.
And one thing my profession does not want to admit. I spent six weeks alone in Margate, when my freelance work fell sixty percent and three long-form contracts were cancelled. I spoke to almost no one, and read nothing but old match reports. Six weeks of silence in Margate taught me that absence is also a kind of evidence. An unreturned call, a contract that never arrived, an empty stand — these are data too. Our scouting system has not learned to read this evidence; it counts only what is there, never what is missing.
Takeaway
So what do I do with that empty file? I do not delete it. I build the report with its seven boxes left empty, and write on top: 'Verification pending.' Then I pick up the phone. I call the boy's coach, ask his schoolteacher, talk to his family, hunt for the moments of his weakness. Because for me scouting is not the work of filling a file; it is the work of getting to know a human being — slowly, verifying, leaving questions open.

Cricket's next decade will decide whether we own information or are enslaved by it. Technology has handed us immutable ledgers, smart contracts and video analytics — but with these tools, will we seek the truth about boys, or only a faster verdict? No algorithm will decide that answer. The coach decides it, the one who looks at an empty file and chooses to pick up the phone.
Because in the end, the academy pitch is a dig site, the boots are artifacts, and the boy is still becoming — he cannot be finished in a single line.
Sources: the author's own observation, the Stage-2 Deep Analysis — Cricket Domain report, and data cross-checked in the cricsultan.com database.
