LegibleWeights makes neural network decisions transparent and auditable. The explainable AI platform built for regulated industries that need to prove why their models decide what they decide.
Interactive exploration of every neuron, weight, and activation path. See exactly how input features propagate through your network to produce decisions.
One-click compliance reports aligned with EU AI Act, SR 11-7, GDPR Article 22, and 50+ regulatory frameworks. Export-ready for regulators and auditors.
Automated fairness analysis across protected classes. Identify and quantify disparate impact before models reach production. Continuous monitoring post-deployment.
SHAP, LIME, and proprietary attribution methods rank every input feature's contribution to each prediction. Global and local explanations in human-readable format.
Version-controlled model repository with full lineage tracking. Approval workflows, access controls, and immutable audit logs for every model change.
Translate complex model behavior into plain-language summaries for non-technical stakeholders. Board-ready explanations generated automatically from model internals.
Connect your ML pipeline or upload models directly. We support PyTorch, TensorFlow, scikit-learn, XGBoost, and every major framework.
LegibleWeights dissects every layer, weight, and decision boundary. Our engines generate explanations, detect bias, and map feature importance automatically.
Generate compliance reports, set up continuous monitoring, and maintain audit trails. Every prediction is traceable, every model change is logged.
Full alignment with high-risk AI system requirements including transparency, documentation, and human oversight obligations.
OCC/Fed model risk management guidance compliance. Automated validation, ongoing monitoring, and governance documentation.
Automated decision-making transparency requirements. Generate right-to-explanation responses and data subject access reports.
Adverse action notice generation, disparate impact analysis, and fair lending compliance for credit decisioning models.
"LegibleWeights cut our model validation cycle from 6 weeks to 3 days. When the OCC came knocking, we had audit-ready documentation for every model in production. It fundamentally changed our relationship with regulators."
"As a data scientist, I was skeptical of explainability tools — most are surface-level. LegibleWeights actually understands the model internals. The weight-level attribution is genuinely novel and saved us from deploying a biased credit model."
"We evaluated DataRobot, H2O.ai, and three other platforms. LegibleWeights is the only one that provides the depth of explanation our EU AI Act compliance requires. The natural language explanations alone justified the investment."
Join the enterprises making their AI decisions transparent, auditable, and regulation-ready.
No credit card required. Priority access for regulated industries.
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