The Data Integrity Agent Actively Prevent Misgrades
Catch errors before they become misgrades, exposure, or refunds.
Real-time anomaly detection, triage, and automated fixes.
Problem
- Providers make mistakes
- Hard to validate data accuracy manually
- Mistakes in data lead to costly misgrades and customer refunds
Why it matters
-
Misgrade can cost seven figures annually
-
Each mistake erodes customer trust & margin
What it does
The essentials
How it works
Three simple steps
Detect
Monitor every stat, odds, and correction feed for drift.
- Drift detection
- Provider corrections
Triage
Score anomalies, validate mappings, and quantify exposure.
- Confidence scoring
- Mapping validation
- Blast radius
Fix
Apply corrections automatically or route them to ops.
- Auto-fixes
- Ops alerts
- Regulator-ready logs
Key capabilities
Built for sports
Drift Detection
Spot mismatched stats and odds in seconds
Cross-Provider Comparison
Validate truth across every feed you ingest
Confidence Scoring
Instantly know when the data is reliable
Blast Radius Analysis
Quantify affected bets before exposure hits
Auto-Fix Engine
Apply high-confidence corrections automatically
Regulator Logs
Full audit trail and compliance-ready reporting
Results
Outcomes
Prevent avoidable and costly misgrades
Catch drift, anomalies, and provider inconsistencies before they hit exposure.
Real-time detection and triage
Real-time detection to catch issues before you settle and your customers notice
Actionable decisions to resolve issues quickly
Confidence scoring and automated fixes eliminate long ops cycles.
Regulator-grade audit trails
Every change logged, reproducible, and compliant out of the box.
Use cases
Where it lands
Data Integrity Agent
Cross-validated data, operator alerts, and an auto-fix engine that reduces costly errors.
Misgrade Prevention
Catch stat and score errors before settlement to prevent costly refunds and exposure.
Why sportsstack
Don't Reinvent the Wheel
| Feature | SportsStack | DIY / Legacy |
|---|---|---|
| Detection Speed |
|
Manual review, waiting for the end of the game, waiting for customer complaints |
| Cross-Validation |
|
Reliant on a single source, traders manually checking other sites |
| Automated Triage |
|
Manual assessment, guesswork, and ad-hoc debugging |
| Compliance |
|
Incomplete logs, manual reports |
Unify your data. Protect your ops. Engage your fans.