Tech Talent

AFL Interchange Tracking App

humaniseAI’s Talent team augmented a sports technology firm’s engineering group to ship a live AFL interchange tracking app ahead of schedule.

humaniseAI’s Talent team augmented a sports technology firm’s engineering group to ship a live AFL interchange tracking app ahead of schedule.

Summary

Industry

Sports & Gaming

Use Case

Staff Augmentation & Front-End Development

Platform

Progressive Web App, iPad Web Application

Technology Stack

Next.js, SignalR, Vercel

Client

NDA

About the client


Our client is a 20+ year firm in Australian sports, broadcasting, and media, delivering live performance statistics across netball, AFL, golf, horse racing, and betting. They’ve covered more than 24,000 matches across Australia and Asia. Alongside several live statistical software projects already in flight, the client needed extra hands with the right specific skillset, not a full outsourced build, to keep an AFL interchange tracking app moving on a fixed deadline.

The challenge

The brief carried real operational stakes, not just a feature list.

  • AFL allows just 4 interchange players and up to 75 swaps a game

  • Interchange officers needed a live, rule-accurate way to track every swap

  • The app also had to capture bench swaps during injuries and concussions

  • Ground-side connectivity was unreliable and outside anyone’s control

  • The client needed extra front-end, QA, and mobile capacity to hit deadlines

What we did

humaniseAI’s Talent team embedded directly into the client’s existing engineering group.

  • Augmented the client’s team with front-end, QA, and mobile specialists

  • Synced the app to the physical AFL game clock via a SignalR hub

  • Built mock APIs to test performance where live test data wasn’t available

  • Ran full QA passes inside real, roughly 2-hour match windows, live

  • Built it as a Progressive Web App so it kept working offline, mid-game

Results

  1. Faster Delivery: Shipped a 5 to 6 month build in 3 months, ahead of the AFL championships

  2. Strong Client Feedback: Client praised the team’s work ethic, expertise, and collaboration

  3. Long-Term Partnership: The engagement has continued for more than two years

  4. Expanded Scope: Client extended the team’s remit to include back-end development too

  5. Dynamic Team Model: Augmented staff now support projects across multiple sports codes

Takeaway

humaniseAI’s Talent team gave the client the specific skills it was missing, on a fixed deadline, without disrupting the projects already in motion.

humaniseAI

An AI-native professional services firm working at the intersection of business, technology, and humanity.

An AI-native professional services firm working at the intersection of business, technology, and humanity.

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