AI when it can. Humans when it matters.
Inter FTB runs AI and human intelligence in the same workflow — not as alternatives, but as complements. This is the architecture behind every engagement.
Football decisions fail because of incomplete information and poor process.
The problem is not that clubs lack data. Most clubs have access to the same databases. The problem is that data without context is noise, and context without data is instinct. Neither alone is sufficient for a decision worth millions of pounds.
Inter FTB combines both — systematically and at scale — through a delivery model that treats AI and human intelligence as equal contributors to the same output.
AI does the heavy lifting.
Football intelligence work involves processing enormous volumes of data — player stats across hundreds of leagues, contract databases, transfer histories, comparable deals, performance trends, market movements. No human team can do that at scale. AI agents can, and do — consistently, quickly, and without fatigue.
Humans supply the judgement.
Data tells you what happened. It rarely tells you why, or what it means in a specific football context. A CB's expected goals against numbers look different if you know his club spent the season defending a low block. An agent's valuation changes if you know the selling club has a financial deadline. Human operators hold that context.
The combination is the product.
Inter FTB is not an AI platform with a disclaimer that humans check the output. The human review is structurally embedded — every output is reviewed against live market knowledge before delivery. The output you receive is the result of both layers working together.
Inter FTB holds it together.
The console is the infrastructure that manages briefs, agent workflows, review queues, client dashboards, and delivery. It ensures nothing falls through the cracks and every engagement is tracked, versioned, and accountable.
Each layer does what it does best.
A four-layer intelligence stack.
Each layer has a distinct role. Together they form a complete football intelligence system — from data ingestion to validated delivery.
Inter Labs
Inter Labs is the research and development arm — the place where the AI models, valuation engines, comparison tools, and recruitment intelligence products are built and maintained. Inter Labs produces the tooling that every engagement runs through.
- Football-specific AI agent architecture
- Player valuation models trained on football market data
- Comparables and benchmarking engines
- Recruitment intelligence and fit-scoring tools
- Contract and clause analysis modules
- Market mapping and buyer/seller identification systems
Inter FTB
Inter FTB is the platform that runs every engagement — from client brief to final delivery. It is the workflow management, agent orchestration, review management, and client dashboard infrastructure. Inter FTB ensures that every engagement is structured, tracked, and delivered to a consistent standard.
- Structured brief intake and scoping
- AI agent task orchestration and monitoring
- Human review queue and annotation interface
- Client dashboard and report delivery
- Version control and output history
- Collaboration tools for expert network contributors
Pretrained Agents
Inter FTB agents are not general-purpose AI tools. Each agent is pretrained around a specific football decision-making function — a Sporting Director agent thinks differently from a Player Valuation agent, which thinks differently from a Club Acquisition agent. The specificity is the advantage.
- Pretrained on football-domain data and workflows
- Role-specific reasoning patterns and output formats
- Domain-specific agents for each decision type
- Continuous retraining as football market conditions evolve
- Agent collaboration for complex multi-domain briefs
- Transparent reasoning outputs for human review
Expert Network
Behind every output is a global network of football operators — people who have worked inside clubs, agencies, leagues, and investment firms. They are the validation layer that turns data-driven analysis into actionable football intelligence.
- Former sporting directors, technical directors and coaches
- Active and retired scouts across major and emerging markets
- Club executives and finance specialists
- Agents and representation professionals
- Recruitment and data analysts with club-side experience
- Legal, finance and M&A advisors in football
Why the hybrid model outperforms either approach alone.
Pure AI platforms produce outputs that are fast but often wrong in ways that are hard to detect without football domain expertise. Pure human consultancies produce outputs that are slow, expensive to scale, and only as good as the specific people involved.
Inter FTB's hybrid model delivers the speed and coverage of AI with the credibility and accountability of expert human review — consistently, at any volume, and faster than either approach on its own.