Wimbledon & Recs: What Tennis Teaches Us About Data Accuracy

Wimbledon might be known for its grass courts and tradition, but behind the scenes it’s one of the most data-intensive events in global sport.

From serve speeds and rally lengths to AI-generated insights, the volume and complexity of data being tracked, shared, and reconciled is staggering.

And for those of us working in fund operations, it’s a useful parallel.

Data at Scale

Each year, Wimbledon produces:

  • Over 2.7 million data points across all matches

  • Shot-by-shot inputs from Hawk-Eye and manual scoring

  • Real-time feeds into apps, broadcaster overlays, and betting platforms

  • AI models layered on top, including IBM’s “Win Probability” and “Match Insights”

That’s just for one tournament.

Each point averages around three shots. A single match includes approximately 150–190 points. Multiply that by hundreds of matches, and the reconciliation challenge quickly grows into the millions.

Real-Time Expectations

Every system needs to stay aligned

  • Broadcasters require up-to-the-second scores and stats

  • Fans expect consistent data across apps and screens

  • Betting markets and AI commentary rely on synchronisation

If one feed is even slightly off, the result is obvious — and damaging.

Fund Operations Face the Same Challenge

Wimbledon’s data environment isn’t so different from a fund’s operational stack:

  • Multiple upstream sources: administrators, custodians, counterparties

  • Critical need for accuracy: NAVs, transactions, regulatory filings

  • Real-time expectations from clients, auditors, and regulators

Without reconciliation, things go out of sync. Small mismatches compound. Trust is lost.

The Core Issue: Fragmented Data

The challenge isn’t just volume — it’s fragmentation:

  • Different systems

  • Different formats

  • Different timings

To make sense of it, you need a way to unify and normalise the data, surface exceptions, and maintain a consistent, reliable source of truth.

That’s exactly what Fund Recs was built to do.

The Takeaway

Wimbledon shows what happens when complex data is managed well:

  • Clean inputs

  • Aligned systems

  • Confidence in every result

The expectations in fund operations are no different. When accuracy matters, reconciliation isn’t just a task — it’s a foundation.


 

Want to learn more? Contact us to see how Fund Recs helps your team stay ahead of the rally.