Complete AI Governance
Built for Enterprise
From model monitoring to compliance reporting, discover how SpeedBumpML helps you govern AI systems with confidence and precision.
End-to-End AI Governance
Complete visibility and control over your AI systems
SpeedBumpML provides a unified platform for managing the entire lifecycle of your AI models—from initial upload and compliance reporting. Built for enterprise teams who need to govern AI at scale.
Why It Matters
- Reduce governance overhead by 10x with automated workflows
- Ensure regulatory compliance across GDPR, HIPAA, and EU AI Act
- Gain executive-level visibility into model risk and performance
- Scale AI governance across hundreds of models without adding headcount
Model & Dataset Management
Upload ML & DL models (.h5, .pkl, .pt, .onnx) and datasets.
Automated Governance Scans
Run comprehensive scans for bias, drift, performance, fairness, transparency, and explainability with one click.
Trust Score & Health Metrics
Get real-time trust scores and health dashboards that aggregate scan results into actionable insights.
Model Validation Framework
Comprehensive pre-deployment governance checks
Validate your models before deployment with automated governance checks, documentation generation, and compliance verification. Ensure your AI systems meet enterprise standards through systematic validation pipelines.
Why It Matters
- Prevent deployment of non-compliant models with pre-deployment validation
- Generate required documentation automatically for audits and compliance
- Establish governance standards across your ML lifecycle
- Reduce risk of regulatory violations with systematic checks
Automated Validation
Run comprehensive checks including bias assessment, performance validation, and compliance verification before deployment.
Documentation Generation
Auto-generate model reports, Mitigations, Recommendations and compliance reports for regulatory requirements.
Governance Scoring
Calculate trust scores and governance metrics to evaluate model readiness and compliance status.
Bias & Fairness Detection
Ensure ethical AI with comprehensive fairness analysis
Detect and measure bias across sensitive attributes like gender, race, and age. Our platform uses industry-standard fairness metrics (AIF360, Fairlearn) to identify disparities and provide actionable remediation guidance with group-wise performance breakdowns.
Why It Matters
- Avoid costly discrimination lawsuits and regulatory penalties
- Build trust with customers by demonstrating fairness commitments
- Meet EU AI Act requirements for high-risk AI systems
- Improve model performance across all demographic groups
Sensitive Attribute Analysis
Analyze model predictions across protected groups with demographic parity, equalized odds, and disparate impact metrics.
Fairness Impact Reports
Generate detailed fairness reports showing group-wise metrics, disparities, and statistical significance tests.
Explainability Integration
Combine fairness analysis with SHAP, LIME, and Alibi explainability to understand root causes of bias.
Intelligent Incident Management
Automated detection and workflow-driven resolution
Automatically generate incidents from governance scan results with severity classification (high, medium, low). Track incidents through triage, investigation, and resolution with detailed logging, root-cause analysis, and post-mortem reporting capabilities.
Why It Matters
- Reduce incident response time from hours to minutes
- Prevent recurring issues with root-cause analysis and clustering
- Maintain audit trails for compliance and post-mortem reviews
- Improve team coordination with centralized incident tracking
Auto-Generated Incidents
Incidents automatically created from scan thresholds (bias >30%, drift >60%, performance <40%) with contextual details.
Incident Clustering
Group related incidents by model, type, and time period to identify systemic issues and patterns.
Status Workflow
Track incidents from 'open' → 'in_progress' → 'resolved' with assignment, notes, and audit trail.
Governance & Compliance
Audit-ready reports and regulatory compliance
Generate comprehensive governance reports with one-click export for GDPR, HIPAA, and EU AI Act compliance. Track all model activities, scan executions, and user actions with reports and incidents. Multi-tenant architecture with org-level controls and role-based access.
Why It Matters
- Pass regulatory audits with comprehensive documentation
- Reduce compliance preparation time from weeks to hours
- Demonstrate due diligence to stakeholders and regulators
- Avoid penalties with proactive compliance monitoring
Compliance Reports
Generate comprehensive governance reports for GDPR, HIPAA, and EU AI Act compliance. Track all model activities, scan executions, and user actions with reports and incidents.
Incident Tracking
Track and manage security incidents with detailed reports and remediation recommendations.
Multi-tenant Controls
Org-level controls and role-based access for secure governance.
Customer Onboarding & Support
Dedicated support for seamless adoption
Get started quickly with personalized onboarding, dedicated customer success managers, and comprehensive documentation. Our team ensures you successfully integrate governance into your ML workflows with minimal disruption.
Why It Matters
- Accelerate time-to-value with expert guidance through implementation
- Ensure successful adoption with dedicated support and training
- Minimize disruption with tailored integration approaches
- Build long-term success with ongoing customer success management
Live Chat Support
Get instant help through our live chat system, available during business hours with expert technical support.
Ticket System
Submit detailed support tickets for complex issues, track progress, and get comprehensive solutions from our support team.
Speed Chatbot Assistance
Chat with our AI-powered Speed chatbot for quick answers, documentation search, and guided troubleshooting.
Start Governing Your AI
with Confidence Today
Join 500+ organizations using SpeedBumpML to monitor, govern, and ensure compliance across their AI systems.