Challenge
Before
Race cards, odds and results were scattered across multiple sites, with both collection and analysis done manually. Odds movements couldn't be tracked in real time, and prediction rationale and history weren't being accumulated.
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Want race cards, odds and results in one placeScattered across sites, collection is tedious
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Want to automate data analysis and predictionsManual and time-consuming
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Want to track odds movements in real timeUpdates go unseen, chances are missed
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Want to accumulate and verify prediction rationale and historyData doesn't persist, so no improvement
Solution
After
A Puppeteer crawler auto-collects race cards, odds and results nationwide, and the analytics & prediction engine processes them. A Next.js PWA delivers real-time predictions and odds. High-volume jobs are handled via async queues, and operations centrally manage prediction content, members and notifications through a CMS.
Prediction delivery — race card, prediction marks and odds movements on one screen, in real time