Independent technical evidence for automated decision systems beyond pure AI — credit, HR, biometrics, insurance, eligibility and pricing — before they affect people at scale.
Not every high-impact system is a neural network. Rule engines, scoring formulas and automated eligibility decisions carry the same risks: bias, fragility, drift and undocumented limits. Algorithm Assurance brings the same independent scrutiny to any system that decides at scale.
One principle: before trusting a system, we try to break it — in a controlled, documented way. We work across context, data, performance, calibration, robustness, bias, drift, fragility, overfitting and operational risk, then summarize a Proof Score and recommendations.
Scoped to the system; typically a Model Assurance Report (from €2,500).
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Automated decision systems beyond pure AI — credit, HR, biometrics, insurance, eligibility, pricing and fraud.
Yes — bias, fragility, drift and undocumented limits are core to the review.
A Proof Score and verdict, a risk and bias assessment, documented limits and prioritized recommendations.