Manchester City director of football Hugo Viana has outlined how the club's recruitment process shaped their decision to sign Elliot Anderson from Nottingham Forest for £116 million this summer.
Elliot Anderson's £116M arrival marked the onset of Manchester City's midfield revamp this summer.
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Viana, 43, detailed the methodology behind one of the most significant transfer decisions of Manchester City's summer rebuild.
Anderson, 23, joined from Nottingham Forest in a deal that emerged from an exhaustive process involving data analysts, scouts and a performance team working simultaneously to build a picture of the England international as a player who would fit Enzo Maresca's system at the Etihad Stadium.
The detail Viana has shared underlines the extent to which City's recruitment operation goes beyond headline metrics. Anderson was initially drawn from a database of 650,000 players down to a longlist of candidates - but was not ranked highly within that group.
His numbers at Forest, a team that does not play with sustained possession or dominate territory in the way City do, did not produce the kind of returns in the final third that tend to elevate a player's standing in a standard algorithmic assessment.
Goals and assists were limited, and several of the metrics on Anderson's radar chart - which covered defensive regains, duel success, line-breaking passes, aerial-duel success and defensive errors - required significant contextual adjustment before they reflected his actual ceiling as a player.
City's analysts identified that many of Anderson's readings were a direct product of the environment in which he was operating at Forest rather than any ceiling on his ability.
His defensive errors, for instance, were partly a consequence of being asked to play out quickly from deep in transitional phases - a scenario in which a player at City, surrounded by superior technical options at closer range, would face considerably lower risk.
The club modelled what Anderson's output would look like in a possession-dominant team playing closer to the opposition's goal, and the projections improved materially.
Manchester City manager Enzo Maresca has explained why the club went all-out to secure the £116 million arrival of Elliot Anderson from Nottingham Forest.cityxtra.co.ukEnzo Maresca Reveals Why Manchester City Broke Club Transfer Record for Elliot Anderson
Manchester City manager Enzo Maresca has explained why the club went all-out to secure the £116 million arrival of Elliot Anderson from Nottingham Forest.
Viana: The Data Was Positive and Gave Us Real Confidence
Speaking to Sami Mokbel of BBC Sport, Viana said: "Elliot Anderson is a great example of how the process works. The data was positive for Elliot and gave us real confidence in his profile, but it was the insight from our scouts and wider performance team that helped us understand the player and his attributes and this proved our belief that he was the right fit for the club."
Mokbel's report details how Anderson's metrics improved significantly as last season developed, prompting City's scouts to observe him on a more regular basis.
When set against the profiles of City's existing midfielders and a wider pool of alternative targets identified in the same position, Anderson stood up well enough for the club to maintain their interest despite a fee that rose beyond what they initially believed reflected his true market value.
The combination of improving data, positive scout reports and the modelling of his potential role in Maresca's system gave City sufficient confidence to proceed regardless.
City had entered the transfer window knowing they needed at least one central midfielder. The departure of former club captain Bernardo Silva to Real Madrid had been anticipated for some time, while the futures of Rodri and Nico Gonzalez were also uncertain.
Replacing Silva and Rodri in kind was acknowledged internally as an unrealistic objective, so the brief shifted toward finding a player capable of operating effectively from either a deep or advanced central position within Maresca's system.
As the season progressed, doubt over Tijjani Reijnders' future also emerged, though Enzo Fernandez was by that point identified as the primary replacement for the Dutchman.
Anderson has since established himself as a central figure in Maresca's three-man midfield alongside Fernandez and Nico O'Reilly, starting all five of City's opening Premier League victories in the 2026/27 season. The process that produced his signing, as Viana's account makes clear, was more complex than the eventual outcome suggested.
City return from the international break in October with a visit to Liverpool on the 11th and a home clash against holders Paris Saint-Germain in the UEFA Champions League three days later.
Anderson will be central to how City manage both the pressing demands and the build-up patterns that Maresca has spent the early weeks of the season refining with his new midfield group.