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Algorithmic Audit

Features Pricing FAQ

Algorithmic Bias Detection for Marketplaces

Comply with EU AI Act and worker-protection regulations. Audit your platform's algorithms for unfair outcomes and discriminatory patterns. Real-time detection. Regulatory-grade documentation.

Start Free Audit

How It Works

Continuous Monitoring

Connect your algorithm via API. We monitor 50+ fairness dimensions: gender balance, age bias, geographic disparity, historical pattern replay, outcome distribution skew. Real-time alerts when thresholds breach regulatory limits.

Explainability Reports

Auto-generate audit reports citing EU AI Act Article 6 and worker-protection clauses. Export as PDF for regulators. Includes data flow diagrams, decision trees, fairness scorecards, and remediation paths.

Bias Isolation

When we flag unfairness, we pinpoint the source: training data skew, feature engineering, parameter tuning, or business logic. Comes with recommendations for de-biasing without sacrificing utility.

Compliance Workflow

Documentation for regulatory review. Timestamped audit trails. Before/after fairness snapshots. Designed for legal and compliance teams running Uber/Airbnb/DoorDash scale platforms.

Use Cases

Platforms that depend on algorithmic decision-making face increasing regulatory pressure. Algorithmic Audit solves the compliance problem before fines arrive.

Ride-sharing & Delivery

Driver acceptance algorithms, surge pricing, vehicle dispatch. Audit ensures pay equity, no hidden geographic discrimination, surge fairness across neighborhoods. Report to local regulators on demand.

Labor Platforms

Job matching, worker filtering, task assignment. Audit detects if your algorithm screens out protected classes. Comes with fair ranking alternatives ready to deploy.

Lending & Credit

Credit scoring, loan approval, rate calculation. Audit checks for disparate impact across credit history, income, and geographic data. Compliance with Fair Lending rules.

Marketplace Trust

Listing ranking, review weighting, seller scoring. Ensure algorithm doesn't systematically downrank vendors from certain regions, genders, or merchant sizes. Transparency for sellers.

Pricing

Plan API Calls / Month Bias Dimensions Reports Price
Startup 100K 15 2 audit reports $499/mo
Growth 1M All 50+ 20 audit reports $2,999/mo
Enterprise Unlimited Custom fairness metrics Unlimited + dedicated analyst Custom

All plans include: real-time monitoring, compliance reports, 99.9% uptime SLA, support via email (2hr response for Growth/Enterprise).

FAQ

How do you detect bias?

We compare algorithm outcomes across demographic groups and use statistical tests (Chi-square, Kolmogorov-Smirnov) to flag disparate impact. We audit both at feature-level (does the model see gender?) and outcome-level (does it produce different results by protected class?).

Is this compliant with EU AI Act?

Designed to meet Articles 4-6 (bias testing), Article 8 (high-risk disclosure), Article 14 (documentation). Not a substitute for legal review, but audit reports are accepted by regulators in 12+ EU jurisdictions.

What happens if we find bias?

We provide a remediation guide: retrain with balanced data, re-weight features, add fairness constraints, or rebuild with fairness-first architecture. Each comes with fairness/utility trade-offs quantified.

Do you store our algorithm code?

No. We audit via API: you send data + outcomes, we test for bias, we return findings. Code stays in your infrastructure. Audit logs encrypted at rest and purged after 90 days.

Can we integrate this into CI/CD?

Yes. Webhook on every model deploy. Automatic fair-ness gate: if bias jumps >3%, deployment blocks. Bypass available but logs the override for compliance review.

How long does an audit take?

Real-time for up to 1M outcomes. Full bias report in 2-4 hours. Large platforms (10M+ outcomes) get prioritized analysis; enterprise customers get dedicated analyst for custom metrics.

API Example

curl -X POST https://audit.algorithmic-bias.io/v1/audit \ -H "Authorization: Bearer YOUR_API_KEY" \ -d '{ "algorithm_id": "surge-pricing-v3", "outcomes": [ {"user_age": 28, "user_gender": "M", "price_multiplier": 1.2}, {"user_age": 52, "user_gender": "F", "price_multiplier": 2.1} ], "protected_attributes": ["age", "gender", "location"] }'

Get Audit-Ready Today

Start with a free bias scan of your algorithm. Takes 15 minutes. Compliance report included.

Request Demo

© 2026 Algorithmic Audit. Built by Wishdeal Studio.

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