AI-powered platform that automatically patches vulnerabilities AND generates complete compliance documentation from your codebase.
Generate the in-depth security documentation that's critical for meeting any compliance standard
Deep cybersecurity documentation that forms the foundation of any compliance program:
Our cybersecurity documentation meets the requirements for:
Powered by AI • GitHub Actions Integration • Continuous Documentation
CyDocGen provides the deep technical documentation that compliance platforms need but can't generate
Deep Technical Documentation
Policy + Technical Depth
Compliance platforms manage policies and controls. CyDocGen provides the technical documentation depth auditors require.
Together, they provide comprehensive evidence for successful audits.Advanced automation and security analysis for FDA, HIPAA, and healthcare IT documentation
Docker-based deployment with no source code dependencies
Advanced AI analyzes your entire codebase and GitHub data
Runs in secure GitHub Actions with no external data storage
Professional formatting for FDA submission and audits
Automatically generates code fixes for:
Comprehensive vulnerability detection:
Seamless documentation management:
Core integration that powers the entire documentation generation process.
Enrich your documentation with project management and knowledge base data.
Works perfectly without Atlassian - GitHub data alone provides comprehensive documentation
Get compliance-ready documentation in 4 simple steps
Copy our workflow file to .github/workflows/fda-docs.yml
Add your LensAI API key as a GitHub secret
Trigger the workflow with your device information
Get your complete compliance documentation package
# Add to .github/workflows/fda-docs.yml
name: Generate Compliance Documentation
on:
workflow_dispatch:
inputs:
device_name:
description: 'Device Name'
required: true
The workflow pulls our pre-built Docker container lensai/lensai-fda-cybersecurity:latest
and analyzes your repository directly.
Comprehensive SBOM analysis across 30+ package ecosystems and languages
Comprehensive SBOM generation and vulnerability scanning across all major package managers and build systems
Comprehensive documentation PLUS automated vulnerability fixes for compliance
ISO 14971 & NIST dual-framework analysis
STRIDE analysis with mitigations
CycloneDX/SPDX with VEX data
4 FDA views: Global, Multi-Patient, Update, Security
NIST 800-53 control implementation
Tracking + automated patch generation
FDA-compliant incident handling
Security testing results & findings
Surveillance & update management
Requirements to implementation mapping
Implementation roadmap with patches
Zero data retention policy with complete client control
No data is stored outside your system. All processing happens in ephemeral containers that are destroyed after each run.
All code analysis and document generation happens within your GitHub Actions environment. Data never leaves your control.
Our infrastructure partners comply with strict guidelines. No training on customer data, SOC2 compliant infrastructure.
Powered by industry-leading AI infrastructure providers with enterprise compliance
SOC2 Type II Compliant
Zero data retention • HIPAA eligible • Enterprise security
ISO 27001 Certified
European data sovereignty • GDPR compliant • Zero retention
AI Infrastructure Partner
Enterprise GPU • Secure AI • Healthcare ready
Empowering teams with continuous documentation for every release
Empowering development teams and consultants to maintain compliance with every release
Medical device teams ship updates monthly or even weekly
Traditional documentation can't keep pace
Outcome: Growing compliance gap, increased audit risk
Outcome: Continuous compliance, audit-ready documentation
Identify vulnerabilities with each commit
SBOM refreshed automatically
Complete history of all changes
Same thorough analysis every time
Cross-referencing multiple data sources to catch critical issues that manual reviews miss
Commits, PRs, Issues
Component vulnerabilities
Code vulnerabilities
Risk tracking
Time Reduction
332 hrs → 62 hrsCost Savings
Per submissionDetection Rate
With expert reviewFewer Compliance Issues
Better approval rateSee CyDocGen in action with Microsoft Research's hi-ml project
Enhance your documentation with Atlassian integration:
Pay only for what you use • 1 Million tokens = ~17 compliance documents
Best value
Estimate your token needs based on document types. Token usage varies by evidence size and complexity.
Document Type | Avg Tokens |
---|---|
Risk Assessment | 60,000 |
Threat Model | 68,000 |
SBOM Analysis | 85,000 |
Security Controls | 52,000 |
Other Compliance Docs | 45-75,000 |
Need flexibility? Purchase tokens as needed:
For enterprises with specific requirements, compliance needs, or high-volume usage
Deploy CyDocGen the way that works best for your organization
Get the best results with our purpose-built AI pipeline optimized for security documentation and patch generation.
Use your existing enterprise AI licenses and infrastructure for maximum control and compliance.
Enterprise customers can switch between models at any time. Contact our team for deployment guidance.
Join leading companies across healthcare, finance, and automotive sectors using CyDocGen
Carnegie Mellon University CyLab
Coalition for Health AI
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