Automated Security Fixes & Compliance Documentation

AI-powered platform that automatically patches vulnerabilities AND generates complete compliance documentation from your codebase.

See How It Works
Automated Security Patches
Complete Compliance Docs
Multi-Layer Scanning

Cybersecurity Documentation That Powers Compliance

Generate the in-depth security documentation that's critical for meeting any compliance standard

Industries We Serve

Healthcare & Medical Devices
Financial Services
Automotive
Critical Infrastructure
Aerospace & Defense
IoT & Embedded Systems

What CyDocGen Provides

Deep cybersecurity documentation that forms the foundation of any compliance program:

  • Comprehensive Threat Models - STRIDE-based analysis of your actual codebase
  • Dynamic SBOM Generation - Real-time software bill of materials with vulnerability tracking
  • Risk Assessments - Automated identification and scoring of security risks
  • Security Architecture Analysis - Documentation of security controls and implementations
  • Vulnerability Management Plans - Processes + Automated Patches
  • Incident Response Procedures - Tailored to your specific architecture
These documents are essential evidence required by all major compliance frameworks

Compliance Standards Supported

Our cybersecurity documentation meets the requirements for:

Medical Devices
FDA 510(k), De Novo, PMA
SOC 2 Type II
Security & Availability
ISO 27001
ISMS Documentation
HIPAA
Security Rule
IEC 62304
Medical Software
NIST CSF
Cybersecurity Framework
Note: CyDocGen provides the cybersecurity documentation required by these standards. Certification requires additional steps with authorized bodies.

Powered by AI • GitHub Actions Integration • Continuous Documentation

Enhances Your Existing Compliance Stack

CyDocGen provides the deep technical documentation that compliance platforms need but can't generate

Popular Compliance Platforms
Vanta
SOC 2, ISO 27001, HIPAA
Drata
SOC 2, ISO 27001, GDPR
Other Platforms
Secureframe, Tugboat Logic, etc.
CyDocGen

Deep Technical Documentation

Complete Documentation

Policy + Technical Depth

What Compliance Platforms Can't Do
  • Analyze your actual source code
  • Generate real-time SBOM from your codebase
  • Create threat models specific to your architecture
  • Document security controls in your code
  • Track vulnerabilities in your dependencies
What CyDocGen Adds
  • Automated codebase security analysis
  • Technical evidence for audit requirements
  • Real vulnerability data from your stack
  • Architecture-specific threat models
  • Continuous documentation with CI/CD
Why You Need Both

Compliance platforms manage policies and controls. CyDocGen provides the technical documentation depth auditors require.

Together, they provide comprehensive evidence for successful audits.

Powerful Features for Healthcare Compliance

Advanced automation and security analysis for FDA, HIPAA, and healthcare IT documentation

3-Minute Setup

Docker-based deployment with no source code dependencies

AI-Powered Analysis

Advanced AI analyzes your entire codebase and GitHub data

Security First

Runs in secure GitHub Actions with no external data storage

Production Ready

Professional formatting for FDA submission and audits

Advanced Capabilities

Automated Patch Generation NEW

Automatically generates code fixes for:

  • SQL Injection vulnerabilities
  • Cross-site scripting (XSS)
  • Hardcoded credentials
  • Path traversal issues
  • Insecure cryptography
7-Layer Security Analysis

Comprehensive vulnerability detection:

  • Container security scanning
  • CVE vulnerability detection
  • Static code analysis (SAST)
  • Dependency vulnerability checks
  • SBOM generation (CycloneDX/SPDX)
  • CVSS severity scoring
Auto-Publishing

Seamless documentation management:

  • Automatic Confluence upload
  • Version-based organization
  • Release tag automation
  • GitHub Actions integration
  • Artifact storage & retrieval

Seamless Integrations

GitHub Actions

Required

Core integration that powers the entire documentation generation process.

  • Automated workflow triggers
  • Analyzes commits, PRs, and issues
  • Security vulnerability scanning
  • Artifact generation and storage

Atlassian Suite

Optional Enhancement

Enrich your documentation with project management and knowledge base data.

Jira Integration
  • Issue tracking data
  • Sprint information
  • Bug reports
Confluence
  • Auto-publishing
  • Version-based organization
  • Direct document links

Works perfectly without Atlassian - GitHub data alone provides comprehensive documentation

How It Works

Get compliance-ready documentation in 4 simple steps

1
Add the Workflow

Copy our workflow file to .github/workflows/fda-docs.yml

2
Add API Key

Add your LensAI API key as a GitHub secret

3
Run the Action

Trigger the workflow with your device information

4
Download Results

Get your complete compliance documentation package

Quick Start Command
# 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.

Supported Ecosystems

Comprehensive SBOM analysis across 30+ package ecosystems and languages

Alpine (apk)
Bitnami
C/C++ (conan)
Dart (pubs)
Debian (dpkg)
Dotnet (deps.json)
Objective-C
Elixir/Erlang
Go (go.mod)
Haskell
Java (jar, war)
JavaScript (npm, yarn)
Jenkins Plugins
Linux Kernel
Nix
PHP (composer)
Python (pip, poetry)
Red Hat (rpm)
Ruby (gem)
Rust (cargo)
Swift
WordPress
Terraform
And More...

Comprehensive SBOM generation and vulnerability scanning across all major package managers and build systems

Complete Documentation + Security Patches Package

Comprehensive documentation PLUS automated vulnerability fixes for compliance

Risk Assessment

ISO 14971 & NIST dual-framework analysis

Threat Model

STRIDE analysis with mitigations

SBOM

CycloneDX/SPDX with VEX data

Architecture Document

4 FDA views: Global, Multi-Patient, Update, Security

Security Controls

NIST 800-53 control implementation

Vulnerability Management

Tracking + automated patch generation

Incident Response Plan

FDA-compliant incident handling

Penetration Test Report

Security testing results & findings

Security Updates & Postmarket

Surveillance & update management

Traceability Matrix

Requirements to implementation mapping

Action Plan

Implementation roadmap with patches

Enterprise-Grade Security & Compliance

Zero data retention policy with complete client control

Zero Data Retention

No data is stored outside your system. All processing happens in ephemeral containers that are destroyed after each run.

Client-Side Processing

All code analysis and document generation happens within your GitHub Actions environment. Data never leaves your control.

Compliance First

Our infrastructure partners comply with strict guidelines. No training on customer data, SOC2 compliant infrastructure.

How We Protect Your Data
  • No Persistent Storage: LLM interactions are stateless with no conversation history retained
  • Ephemeral Processing: Docker containers are destroyed immediately after document generation
  • Your Infrastructure: All processing happens in your GitHub Actions runners
  • API-Only Integration: Only API calls to LLM for text generation, no data storage

Trusted Technology Partners

Powered by industry-leading AI infrastructure providers with enterprise compliance

Baseten

SOC2 Type II Compliant

Zero data retention • HIPAA eligible • Enterprise security

Nebius

ISO 27001 Certified

European data sovereignty • GDPR compliant • Zero retention

NVIDIA Inception Program

AI Infrastructure Partner

Enterprise GPU • Secure AI • Healthcare ready

All partners maintain zero data retention policies for API interactions

The CyDocGen Advantage

Empowering teams with continuous documentation for every release

Traditional Manual Process

Documentation Time 2-4 weeks
Cost Per Release $15K-30K
Team Impact 3-5 engineers blocked
Process Timeline
Month 1-2 Discovery & Assessment
Month 3-4 Gap Analysis
Month 5-8 Documentation Creation
Month 9-12 Reviews & Revisions

With CyDocGen

Documentation Time 2-4 hours
Cost Per Release $500-2K
Team Impact 1 engineer reviews
Process Timeline
0-15 min Setup GitHub Action
15-30 min Configure & Launch
30-120 min Automated Generation
2-4 hrs Review & Export

Continuous Documentation for Modern Development

Empowering development teams and consultants to maintain compliance with every release

The Modern Development Challenge

🚀 Continuous Releases

Medical device teams ship updates monthly or even weekly

  • Security patches every 2-4 weeks
  • Feature updates quarterly
  • Bug fixes continuously
  • Each requires documentation updates
📄 Documentation Lag

Traditional documentation can't keep pace

  • 2-4 weeks per documentation cycle
  • Blocks release pipeline
  • Creates compliance gaps
  • Increases risk exposure

How CyDocGen Empowers Your Team

For Development Teams
  • Ship without delays: Documentation generated in parallel with development
  • Focus on code: Automated SBOM and vulnerability scanning
  • Git-integrated: Works with your existing CI/CD pipeline
  • Version control: Track documentation changes with code changes
For Security Consultants
  • Focus on strategy: AI handles repetitive documentation
  • Better insights: Comprehensive data gathering automated
  • More clients: Handle 10x more projects
  • Quality control: Review and enhance AI output
For Compliance Teams
  • Real-time visibility: See risks as they emerge
  • Audit trail: Complete documentation history
  • Proactive mitigation: Identify issues before regulatory review
  • Consistent format: Standardized across all products

Documentation That Keeps Pace with Your Releases

Traditional Approach
Release v1.0 2-4 weeks wait
Security Patch v1.1 Documentation outdated
Feature Update v1.2 Documentation outdated
Bug Fix v1.3 Documentation outdated

Outcome: Growing compliance gap, increased audit risk

With CyDocGen
Release v1.0 4 hours turnaround
Security Patch v1.1 2 hours update
Feature Update v1.2 4 hours refresh
Bug Fix v1.3 Risk assessment updated

Outcome: Continuous compliance, audit-ready documentation

Continuous Risk Management

Early Detection

Identify vulnerabilities with each commit

Real-time Updates

SBOM refreshed automatically

Audit Trail

Complete history of all changes

Consistent Quality

Same thorough analysis every time

Optimized Workflow Division

Automated by CyDocGen
  • Data gathering from multiple sources
  • SBOM generation and vulnerability scanning
  • Initial documentation drafting
  • Consistency checking
Your Team Focuses On
  • Strategic risk assessment
  • Custom security controls
  • Business context and rationale
  • Final review and approval

Multi-Source Intelligence Engine

Cross-referencing multiple data sources to catch critical issues that manual reviews miss

GitHub Analysis

Commits, PRs, Issues

SBOM Scanning

Component vulnerabilities

Security Scanning

Code vulnerabilities

JIRA/Confluence

Risk tracking

2.5x More Issues Detected Than Manual Review

81%

Time Reduction

332 hrs → 62 hrs

70%

Cost Savings

Per submission

95%

Detection Rate

With expert review

50%

Fewer Compliance Issues

Better approval rate

Real-World Example

See CyDocGen in action with Microsoft Research's hi-ml project

Microsoft Research hi-ml

  • Complete workflow setup
  • All compliance documents created
  • SBOM & security assessments
  • Threat models generated
  • GitHub security integration
Data Sources
GitHub Commits Issues & PRs 77+ Files Analyzed Vulnerabilities SBOM Tools
Optional Integrations

Enhance your documentation with Atlassian integration:

  • Jira issues and project tracking
  • Confluence documentation
  • Rich cross-platform data analysis

Token-Based Transparent Pricing

Pay only for what you use • 1 Million tokens = ~17 compliance documents

1 Document ≈ 60,000 tokens Token usage varies by evidence size

Free Trial

1M Tokens
$0

No credit card required

~17 compliance documents
Perfect for evaluation
  • All document types
  • Full feature access
  • MD file format
  • Community support

Starter

5M Tokens
$249

For small teams

~85 compliance documents
$2.93 per document
  • Everything in Free
  • Email support
  • Usage dashboard
  • No API access
MOST POPULAR

Professional

25M Tokens
$999
Save $246

Best value

~425 documents
$2.35/doc (20% cheaper)
  • Everything in Starter
  • Priority support
  • API access
  • Team sharing (5 users)

Enterprise

100M+ Tokens
$2,999

Volume pricing

~1,700+ documents
$1.76 per document
  • Everything in Pro
  • Dedicated support team
  • Custom integrations
  • SLA guarantee
  • Priority processing

Token Usage Calculator

Estimate your token needs based on document types. Token usage varies by evidence size and complexity.

Document Type Avg Tokens
Risk Assessment60,000
Threat Model68,000
SBOM Analysis85,000
Security Controls52,000
Other Compliance Docs45-75,000
Pay-As-You-Go Option

Need flexibility? Purchase tokens as needed:

  • $15 per million tokens (~17 documents)
  • $0.88 average per document
  • Perfect for occasional use or testing
Quick Reference
1M tokens
≈17 docs
100K tokens
≈1.7 docs
1 doc
≈60K tokens

Need a Custom Solution?

For enterprises with specific requirements, compliance needs, or high-volume usage

Enterprise Deployment Flexibility

Deploy CyDocGen the way that works best for your organization

RECOMMENDED

LensAI Optimized Model

Get the best results with our purpose-built AI pipeline optimized for security documentation and patch generation.

  • Highest quality documentation output
  • Most accurate patch generation
  • Optimized for compliance frameworks
  • Continuous model improvements
  • Cloud or on-premise deployment
FLEXIBLE

Your Organization's AI

Use your existing enterprise AI licenses and infrastructure for maximum control and compliance.

  • Works with GPT-4, Claude, Gemini
  • Use your existing AI contracts
  • Keep data in your environment
  • Air-gapped deployment support
  • Custom model integration
Output quality may vary with different models

Enterprise customers can switch between models at any time. Contact our team for deployment guidance.

Ready to Automate Your Compliance Documentation?

Join leading companies across healthcare, finance, and automotive sectors using CyDocGen

View on GitHub
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