{"id":728489,"date":"2026-08-05T17:30:09","date_gmt":"2026-08-05T17:30:09","guid":{"rendered":"https:\/\/www.newsbeep.com\/uk\/728489\/"},"modified":"2026-08-05T17:30:09","modified_gmt":"2026-08-05T17:30:09","slug":"west-hams-ai-revolution-so-where-are-the-players","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/uk\/728489\/","title":{"rendered":"West Ham\u2019s AI Revolution\u2026 So Where Are the Players?"},"content":{"rendered":"

West Ham<\/a> have been linked with a number of players in recent weeks, yet it\u2019s hard not to feel surprised, and a little frustrated that the club hasn\u2019t progressed further in identifying talent at a preliminary level, for players ready to step into first team football.<\/p>\n

This shouldn\u2019t be a club operating in the dark ages. Behind the scenes, West Ham have spent the last year and a half building one of the most advanced data and analytics systems in world football. On paper, they should be looking to compete with clubs such as Brighton and Brentford in player recruitment. In practice, as many fans know, it doesn\u2019t look that way.<\/p>\n

Brighton revealed in 2024 that they employed just seven scouts. Seven!<\/p>\n

The rest of their recruitment pipeline is powered by Jamestown Analytics, which filters thousands of players before a human even watches them.<\/p>\n

\"\"<\/p>\n

Most Read on Claret & Hugh<\/p>\n

Brentford operate similarly, using Smartodds\u2011style modelling, tracking\u2011data analysis, and a recruitment process built on expected value rather than gut feeling.<\/p>\n

These clubs don\u2019t rely on massive scouting armies. They rely on systems. And those systems work. This is where West Ham should be flying.<\/p>\n

Max Hahn, highly rated inside the club before leaving for Djurg\u00e5rdens, to become their Director of Football was a key architect of West Ham\u2019s new AI\u2011driven recruitment model.<\/p>\n

Since moving to Sweden, he has according to Transfermkt already signed<\/p>\n

\u2022 Christos Almyras \u2014 21\u2011year\u2011old Greek U\u201121 midfielder for \u20ac1m
\u2022 Daryl Tschoumy\u2011Nana \u2014 19\u2011year\u2011old centre\u2011back from VfL Bochum on a free
Whether these are two smart, low\u2011cost, high\u2011upside signings remains to be seen, yet he is implementing the model he began, as he helped build the first end\u2011to\u2011end generative\u2011AI scouting system while at West Ham. This was announced by the club back in November 2025, having begun discussions with Amazon earlier that year, which I previously covered for C&H.
So what does the system do?
\u2022 Integrates physical metrics, technical data, contextual match insights, and player\u2011profile variables
\u2022 Uses machine learning + generative AI to benchmark and compare global players
\u2022 Evaluates players across performance, style, team dynamics, age, experience, and financial fit
\u2022 Designed specifically for West Ham\u2019s internal workflows
\u2022 Supported by AWS\u2019s Generative AI Innovation Centre and Crayon\u2019s AI Centre of Excellence<\/p>\n

This isn\u2019t a generic data supplier. It\u2019s a bespoke, cloud\u2011native AI system. It should be noted that the AWS technology is universal, so the technology isn\u2019t exclusive, yet West Ham built a club specific AI scouting environment on top of the AWS.
To use a simple analogy, AWS built the engine and West Ham built the car.<\/p>\n

West Ham\u2019s Amazon\u2011powered model is arguably more technologically advanced than Brighton\u2019s or Brentford\u2019s but it\u2019s also less mature. Brighton and Brentford have spent a decade refining their pipelines. West Ham are still in the early adoption phase.<\/p>\n

Yet the danger is obvious, if the club doesn\u2019t integrate the AI system into real decision\u2011making, recruitment meetings, shortlists, early identification then it becomes another expensive tool sitting unused.
Right now, the gap between capability and execution is glaring. The question is whether West Ham will finally turn their data revolution into a recruitment revolution.<\/p>\n","protected":false},"excerpt":{"rendered":"West Ham have been linked with a number of players in recent weeks, yet it\u2019s hard not to…\n","protected":false},"author":2,"featured_media":728490,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[554,733,4308,86,56,54,55],"class_list":["post-728489","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-technology","tag-uk","tag-united-kingdom","tag-unitedkingdom"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/728489","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/comments?post=728489"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/728489\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media\/728490"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media?parent=728489"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/categories?post=728489"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/tags?post=728489"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}