From Months of Guesswork to Days of Certainty
How an AWS data lake + normalized Equibase data + AI delivered flawless awards in days — not months.
Months of Manual Wrangling
Equibase data arrived fragmented and unnormalized — cross-race comparisons were unreliable.
Awards production took 2–3 months of manual wrangling across multiple teams.
Frequent errors triggered re-runs and corrections, damaging trust with winners and distributors.
No AI or automation — every leaderboard and report was built manually.
The Pinnacle AI Solution
01AWS Glue ETL pipelines standardize all 250 data points into a unified schema at ingestion.
02Automated data pipeline and AI scoring reduce awards production to 2 days.
03Fully auditable data lineage ensures 100% accuracy — the first run is always the final run.
04Amazon SageMaker models and QuickSight dashboards deliver real-time reports and predictive analytics.
Certainty for Everyone Involved
Award Winners
Recognised within days — achievements celebrated while momentum is at its peak. Zero uncertainty about accuracy.
Award Distributors
Present results with full confidence on a fully auditable, AI-verified trail. No disputes, no corrections, no reputational risk.
Data & Analytics
Freed from manual reconciliation — now building predictive AI models on a clean, governed data foundation.
For the first time, our winners hear the news within days. We have never had to retract a result. The accuracy has transformed trust across the whole industry.Chief Operating Officer
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