Artificial intelligence (AI) is no longer a side experiment in sport; it is becoming a defining capability in how organizations operate. However, many sports properties remain caught in an innovation execution gap and unsure how to implement AI tools into their existing infrastructure. While AI is on the strategic agenda, the ways the workforce utilize the technology day-to-day in a non-uniform manner and is often used haphazardly and not in unison with the organization’s goals.

This creates a divide where leaders may believe AI is advancing coherently inside their organizations, whereas in reality, adoption is informal and dependent on isolated early adopters. To address this, N3XT Sports has developed N3XT Sports AI Pulse™, a people-centered readiness assessment and maturity framework designed to establish a credible baseline for AI fluency across your organization’s people, culture and ways of working.

Many organizations have AI ambitions and isolated experiments but lack a coordinated path forward. Common challenges include:

• Progress is often siloed across different teams and functions.
• Limited top-down alignment leads to unclear priorities.
• Requests for AI investment frequently occur without a shared framework.
• Growing informal or inconsistent use without common standards creates governance and risk concerns.

Assess your AI readiness: aipulse.n3xtsports.com 

The Readiness Assessment & Progression Model

To move from fragmented experimentation to a sustainable organizational capability, leadership requires more than just a list of tools; they need a diagnostic view of their human capital. The N3XT Sports AI Pulse™ assessment provides this by evaluating the internal conditions that determine where AI adoption can become a strategic asset and competitive advantage. 

N3XT Sports AI Pulse™ is built across four dimensions and calculates growth along four levels to establish a factual baseline, moving leadership from anecdotal impressions to a clear, data-driven picture of the organizational reality. 

The Four Pillars of AI Maturity

The framework evaluates organizational fluency across four dimensions that together shape how effectively AI becomes part of the user’s daily work: 

1. Mindset: Curiosity, willingness to experiment, and alignment with organizational ambition.
2. Literacy: Practical fluency, judgment, and awareness of responsible use.
3. Integration: How deeply AI-supported practices are embedded into recurring work.
4. Communication: The ability to give clear, context-rich instructions that make AI useful.

By measuring these signals, N3XT Sports AI Pulse™ helps leadership to: (a) ensure that the workforce is actually willing to experiment and is culturally aligned with the organization’s ambitions; (b) mitigate risk by ensuring employees have the judgment and awareness required for responsible, ethical AI use; (c) track how deeply AI is embedded into recurring, daily workflows; and (d) focus on the practical human-to-AI relationship, ensuring staff extract real value from AI tools. 

The Four Levels of Progression 

Thereafter, the framework calculates growth through a structured progression model that categorizes how individuals and teams evolve in their AI journey:

1. Foundation: Awareness exists, but use is reactive and disconnected from regular work.
2. Explorer: People are actively experimenting and beginning to apply AI in selected tasks.
3. Performer: AI-supported practices are becoming part of the weekly rhythm of work.
4. Strategist: Individuals and teams use AI fluently enough to redesign workflows and unlock new value opportunities.

This model provides a factual baseline and a roadmap for growth. Without these levels, leadership often mistakes high activity for real fluency, enabling them to: (a) see a true distribution of AI proficiency across teams; (b) identify departmental “heroes” who advocate AI adoption; (c) move teams beyond simple task automation to completely redesigning workflows and unlocking entirely new commercial opportunities.

Moving Beyond Isolated Experiments

In the modern age of data-informed engagement, a fragmented approach to technology limits an organization’s ability to drive strategic growth. As AI takes an established role in analyzing data and improving productivity, organizations must review their internal capabilities to modernize their data ecosystems. 

Despite global recognition, N3XT Sports research shows that AI adoption remains cautiously low on the strategic hierarchy for most sports clubs and competitions, with only 17 percent of major sports properties listing it as a standalone strategic pillar. However, whereas the vast majority say they will be advancing their AI capabilities in the next 12 months, those that do will leverage AI for high-value functions, including improvements to their data governance and operational delivery, rather than just content creation. 

“N3XT Sports AI Pulse™ ensures that, as organizations scale their data infrastructure, they are also nurturing a “data-led mindset” within their workforce. “AI is playing a more active role in analyzing data,” explains António Gonçalves, Strategy and Digital Consultant at N3XT Sports. “Helping to improve productivity and the efficiency of an organization’s customer-data management, data centralization is a crucial step for sports properties to take in order for them to automate their processes successfully.” 

The Path Towards Sustainable Capability

The next competitive divide in sport will not be determined only by who experiments with AI first. It will be shaped by which organizations build the internal fluency and leadership discipline needed to turn AI into a sustainable organizational capability.

“AI represents an untapped accelerator within this context,” explains Mounir Zok, N3XT Sports CEO. “When embedded into a governed data ecosystem, predictive analytics can optimize player performance, fan engagement, commercial outcomes, and operational efficiency simultaneously. 

“However, with adoption low across federations and leagues, organizations are leaving strategic insights on the table. Those that pilot AI in isolated pockets risk duplicating their operational practices unwillingly, leading to organizational misalignment and missed revenue or performance opportunities.”

By establishing a factual baseline, N3XT Sports AI Pulse™ helps organizations move from intuition to evidence and from fragmented experimentation to coordinated progress. Whether for HR leaders managing role evolution or functional heads developing team talent, N3XT Sports AI Pulse™ provides the roadmap to ensure the workforce is prepared to work effectively and responsibly with AI.

About N3XT Sports

N3XT Sports is a specialized agency in the sports industry that works with its clients on strategy development, operational support, and end-to-end data and digital transformation. Our team has delivered hundreds of projects to date in various geographies, contributing to several topics related to sports commercialization, digitalization, development, investments, sports formats, performance and beyond. 

With its operational HQ in Valencia, Spain, and its MENA office in Riyadh, Saudi Arabia, N3XT Sports is strategically positioned to drive innovation and excellence in the sports industry.