How SpeedBumpML Works
From model upload to compliance certification in four simple steps. Automate governance, eliminate manual audits, and ship AI with confidence.
AI Governance Made Simple
SpeedBumpML transforms complex AI governance into a streamlined workflow. Our platform handles the heavy lifting—bias detection, compliance audits, and explainability—so you can focus on building great AI products.
10× Faster
Reduce governance workflows from weeks to minutes with automated scans.
100% Compliant
Meet GDPR, HIPAA, and EU AI Act requirements with audit-ready reports.
Zero Setup
No infrastructure changes needed. Upload and scan
WORKFLOW
Four Steps to Governance Excellence
Our streamlined process takes you from model upload to compliance certification with minimal effort and maximum confidence.
Upload Your Model
Upload your trained ML & DL model files in minutes. We support all major frameworks including TensorFlow, PyTorch, scikit-learn, XGBoost, and more. Our intelligent system auto-detects your model type and validates compatibility.
Support for .pkl, .joblib, .h5, .onnx, .pt, and more
Multi-framework compatibility (TensorFlow, PyTorch, scikit-learn)
Automatic model validation and metadata extraction
Secure upload and privacy protection
Upload Dataset
Provide your dataset for comprehensive validation and testing. Our platform automatically detects format, preprocesses data, and prepares it for thorough model evaluation and governance scans.
CSV, and ZIP archive support
Automatic data type detection and validation
Smart preprocessing and feature extraction
Sensitive attributes for fairness analysis
Select Scans
Choose from our comprehensive suite of governance scans tailored to your compliance needs. Run fairness audits, bias detection, explainability analysis, performance monitoring, and regulatory compliance checks—all with one click.
Bias & fairness detection with group-wise metrics
Model explainability (SHAP, LIME, feature importance)
Performance analytics and drift detection
Compliance checks (GDPR, HIPAA, EU AI Act)
Compliance & Reporting
Generate audit-ready reports and compliance certificates instantly. Get detailed governance findings, test results, executive summaries
Compliance certificates for major frameworks
Detailed incident logs and remediation guidance
Executive dashboards with trust scores
Get Started Quickly
From signup to your first governance report in under 10 minutes. No credit card required.
Sign Up OR Create Organization
Create your account or set up your organization workspace in under 2 minutes. No credit card required.
Upload and Scan Model
Upload your model and run governance scans for bias, fairness, performance, and compliance in minutes.
Certificates and Reports
Generate compliance-ready reports and certificates for stakeholders and audit requirements.
Our Features
Everything you need for responsible AI development and deployment in one unified platform.
AI Governance & Oversight
Policy management, approval workflows, and audit-ready activity trails.
Performance Analytics
Performance analysis and drift detection.
Compliance & Certifications
Automated evidence collection for GDPR, HIPAA, and EU AI Act.
AI-Powered Support
Chat with Speed for instant assistance and best practices.
Incident Management
Track, triage, and resolve AI incidents with detailed post-mortems.
Learning Modules
Interactive labs teaching validation, governance, and explainability.
Request a Demo
See how SpeedBumpML can help you ship AI faster with confidence. Book a personalized demo with our team and get started today.