The Problem We Were Brought In To Solve
CRA vendor project: manual review selection missing high-risk taxpayers. $48M annual tax gap from undetected non-compliance.
How Revino Delivered
ML review prioritisation: 840 risk features from T1/T2 data, offshore indicators, industry benchmark deviation, network analysis.
Measurable Business Impact
✓Review selection accuracy: +2.8×
✓Tax gap detected: +$48M Year 1
✓PIPEDA data handling certified
✓Manual review FTE: -34%
✓Appeal rate: -18% (better quality selection)
PythonXGBoostPostgreSQLAWS GovCloudReact
KEY METRICS
2.8×
Review accuracy
$48M
Tax gap detected
PIPEDA
Compliant
-34%
Manual FTE
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