From the Ground Up: How Clydebank FC’s Data-Driven Strategy Made History

Clydebank FC reaches new heights after securing promotion to the Lowland League.

In a landmark moment for Scottish football, Clydebank FC secured promotion to the Lowland League for the first time in the club’s history—becoming the first West of Scotland Football League (WoSFL) team to achieve the feat. But this wasn’t just a victory on the pitch; it was a triumph rooted in long-term planning, deep data analysis and the smart use of technology.

The Significance of Promotion

“This is Phase One completed,” said First Team Coach Kirk Forbes. “It’s a massive step toward where the club ultimately wants to be—SPFL football.”

With promotion comes new competition, a shift in domestic cups, and the opportunity to grow both on and off the pitch. Clydebank now moves into Tier 5 of the Scottish football pyramid, where the path to SPFL League Two is within reach. Their sights are already set on what’s next, with club improvements and a bronze license application underway.

PlayerData: The Hidden Advantage

Clydebank has been a PlayerData customer for five years—one of the first clubs to adopt the system. And while the technology has evolved, so too has the club’s approach to player management. Kirk and Head Coach Gordon Moffat use the platform to fine-tune every aspect of performance: training loads, match-day preparation, recovery and even positional benchmarks.

This past March (2025), the club faced a grueling stretch of eight matches in a single month. “We drew one and won seven,” Kirk noted. “We used PlayerData insights to tailor training to players’ minutes and recovery needs. Everyone was prepared for every game.”

One standout moment came after facing Hibs—a match that saw Clydebank hit a season-high 117k load. They reverse-engineered that effort into a benchmark: “We realized when we play at 105–115k loads, most teams can’t match it. We replicated that against Beith and Talbot and dominated in both.”

Learning from the Past

The journey to promotion wasn’t without setbacks. In the previous season, Clydebank fell short despite leading the table midseason. They lost four games in a row—by just one goal each. “Our numbers told the story. We weren’t where we needed to be,” said Kirk. “This season, we increased preseason workload and set new performance standards.”

By comparing season-over-season metrics, Clydebank created a performance model: 90k match load = poor results. 100k+ = win or draw. 105k+ = never lost. The numbers became a roadmap.

Building a Culture of Accountability

Kirk and Gordon embraced PlayerData as a communication tool. “I report data every match and every month. We show players their own numbers—not each other’s—but they know what’s expected in each position.”

The players responded. There’s been zero negative feedback. Recovery sessions are now scheduled by the numbers. High-intensity days are planned based on opponent and pitch size. Everyone—from the squad to the support staff—buys into the system.

A Message to the Football Community

“This has been one of the best seasons in the club’s history,” said Kirk. “The players have delivered in style, and they’ll be remembered for it.”

To other clubs considering a data-driven path: “PlayerData should be a fundamental part of any team’s strategy,” Kirk added. “The numbers never lie. They create the facts.”

What’s Next for Clydebank?

Promotion to the Lowland League is just the beginning. The club plans to build on this momentum—enhancing infrastructure, growing its fan base, and pushing toward SPFL status.

As Kirk puts it: “The journey continues. But now, we have the data to guide it.”

From the Ground Up: How Clydebank FC’s Data-Driven Strategy Made History

July 1, 2025
Clydeban Championship

In a landmark moment for Scottish football, Clydebank FC secured promotion to the Lowland League for the first time in the club’s history—becoming the first West of Scotland Football League (WoSFL) team to achieve the feat. But this wasn’t just a victory on the pitch; it was a triumph rooted in long-term planning, deep data analysis and the smart use of technology.

The Significance of Promotion

“This is Phase One completed,” said First Team Coach Kirk Forbes. “It’s a massive step toward where the club ultimately wants to be—SPFL football.”

With promotion comes new competition, a shift in domestic cups, and the opportunity to grow both on and off the pitch. Clydebank now moves into Tier 5 of the Scottish football pyramid, where the path to SPFL League Two is within reach. Their sights are already set on what’s next, with club improvements and a bronze license application underway.

PlayerData: The Hidden Advantage

Clydebank has been a PlayerData customer for five years—one of the first clubs to adopt the system. And while the technology has evolved, so too has the club’s approach to player management. Kirk and Head Coach Gordon Moffat use the platform to fine-tune every aspect of performance: training loads, match-day preparation, recovery and even positional benchmarks.

This past March (2025), the club faced a grueling stretch of eight matches in a single month. “We drew one and won seven,” Kirk noted. “We used PlayerData insights to tailor training to players’ minutes and recovery needs. Everyone was prepared for every game.”

One standout moment came after facing Hibs—a match that saw Clydebank hit a season-high 117k load. They reverse-engineered that effort into a benchmark: “We realized when we play at 105–115k loads, most teams can’t match it. We replicated that against Beith and Talbot and dominated in both.”

Learning from the Past

The journey to promotion wasn’t without setbacks. In the previous season, Clydebank fell short despite leading the table midseason. They lost four games in a row—by just one goal each. “Our numbers told the story. We weren’t where we needed to be,” said Kirk. “This season, we increased preseason workload and set new performance standards.”

By comparing season-over-season metrics, Clydebank created a performance model: 90k match load = poor results. 100k+ = win or draw. 105k+ = never lost. The numbers became a roadmap.

Building a Culture of Accountability

Kirk and Gordon embraced PlayerData as a communication tool. “I report data every match and every month. We show players their own numbers—not each other’s—but they know what’s expected in each position.”

The players responded. There’s been zero negative feedback. Recovery sessions are now scheduled by the numbers. High-intensity days are planned based on opponent and pitch size. Everyone—from the squad to the support staff—buys into the system.

A Message to the Football Community

“This has been one of the best seasons in the club’s history,” said Kirk. “The players have delivered in style, and they’ll be remembered for it.”

To other clubs considering a data-driven path: “PlayerData should be a fundamental part of any team’s strategy,” Kirk added. “The numbers never lie. They create the facts.”

What’s Next for Clydebank?

Promotion to the Lowland League is just the beginning. The club plans to build on this momentum—enhancing infrastructure, growing its fan base, and pushing toward SPFL status.

As Kirk puts it: “The journey continues. But now, we have the data to guide it.”