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EU AI Act · Article 4 active · Article 50 from 2 Aug 2026 · high-risk rules transition through 2027–2028
Directory/AI Fairness 360 (AIF360 - IBM)
Automatically assured change

SOFTWARE INTELLIGENCE PROFILE

AI Fairness 360 (AIF360 - IBM)

AI Evaluation & Testing

Open-source toolkit containing over 70 fairness metrics and 10 bias mitigation algorithms developed by IBM Research and Linux Foundation AI.

HeadquartersArmonk, USA
Starting priceOpen Source / $0
Last verified9 Oct 2026Automatically assured change
Source evidence2 recordsAutomated monitoring
PROFILE SNAPSHOT

What this platform provides

2 source records available

Open-source toolkit containing over 70 fairness metrics and 10 bias mitigation algorithms developed by IBM Research and Linux Foundation AI.

PROVIDEROpen Source / $0

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CUSTOMER FIT

Deployment & technical profile

Hosting / residency signalOpen Source Standard
DeploymentOpen Source / Python SDK / R SDK
APIAvailable
Python SDKAvailable
On-premiseAvailable
Customer fitResearch and ML Teams Measuring Algorithmic Discrimination Across Training Datasets

Recorded export formats: Fairness Assessment Matrix, JSON, Python Code

PROFILE QUALITY

Profile completeness & evidence signals

100/100 completeness
Evidence completeness100%
Technical readiness signalStrong
Requirement mappings3
Editorial stateSource changed — automatically assured

These are transparent catalogue signals used for discovery and prioritisation. They do not establish legal compliance, procurement suitability or endorsement.

CAPABILITIES

Operational capabilities

testing-monitoringhigh-risk-readinessdata-governance
REGULATORY MAPPING

Relevant compliance capabilities

These are Navigator's recorded capability mappings, not a statement that the vendor itself makes an AI Act compliance guarantee.

  • Article 10 (Data Bias Auditing)
  • Article 13 (Model Transparency)
  • Article 15 (Fairness Robustness)

Recorded active / current scope

  • Pre-Processing and Post-Processing Bias Mitigation

Recorded prepare / transition scope

  • Article 10 Statutory Bias Auditing Evidence
LIMITATIONS

Recorded limitations

  • Open-source codebase; lacks automated continuous deployment monitoring
ASSURANCE SIGNALS

Evidence & standards

Labels below are separated by evidence type. A standard, framework, product capability or hosting note is not presented as a certification.

Certifications & attestations

No certification or attestation recorded.

Standards & frameworks

IBM Research Standard

Other recorded evidence

Open Source Initiative
Verification methodTechnical Documentation Review
ConfidenceHigh
Source records2
PROVENANCE

Evidence trail

Automatically assured change

Automated monitoring records source availability and change signals. Non-material changes may be automatically assured; material regulatory, certification, commercial or technical changes remain subject to editorial confirmation.

  • Source changed — automatically assured — https://ai-fairness-360.org/ (checked 2026-10-09)
View recorded source URLs
Editorial & legal scope

This profile is informational and based on source information recorded in the Navigator dataset. “Source-checked” describes the Navigator's editorial/data process; it is not a legal certification, conformity assessment, endorsement, or guarantee of regulatory compliance.

Framework reference: Regulation (EU) 2024/1689 · Profile reviewed: 9 Oct 2026

Read the methodology →