Manifest Cyber
by Manifest Cyber
Automated SBOM generation platform with AI Risk Transparency for securing AI supply chains, scanning model vulnerabilities, provenance, and training...
Last verified: June 2026
Manifest Cyber: Automated SBOM and AI Supply Chain Security
Manifest Cyber automates Software Bill of Materials (SBOM) generation and management across entire application fleets, extending into AI supply chain security — scanning AI models for vulnerabilities, provenance issues, and training data legal risks.
SBOM at Scale
Generating SBOMs manually is impractical for organizations with large application portfolios. Manifest Cyber automates SBOM generation in seconds across hundreds of applications, supporting SPDX and CycloneDX formats with VEX (Vulnerability Exploitability eXchange) integration.
Key Features
- Fleet-wide SBOM: Generate SBOMs across your entire application portfolio
- AI Risk Transparency: Scan AI models for vulnerabilities and provenance
- Training data risk: Identify legal risks from AI model training data
- Multiple formats: SPDX, CycloneDX, and VEX output
- Binary and firmware: SBOM generation beyond source code
- Compliance support: NTIA, EO 14028, and SLSA framework alignment
Pricing
Contact Manifest Cyber for pricing.
Pros
- + Automated SBOM for entire application fleet
- + AI supply chain risk transparency
- + SPDX and CycloneDX support
- + Covers binaries and firmware
- + AI model vulnerability scanning
Cons
- - Niche focus (SBOM/supply chain)
- - Pricing not public
- - Best for compliance-heavy organizations
What Users Actually Complain About
Narrowly focused on SBOM (software bill of materials) management. Newer product with limited community.
Skip it if:
You don't have compliance requirements around SBOM generation (NTIA, EO 14028, etc.) — the problem Manifest Cyber solves is most pressing for regulated industries.
Based on community feedback from Reddit, HN, and G2 reviews.
Frequently Asked Questions
What is Manifest Cyber?
Automated SBOM generation platform with AI Risk Transparency for securing AI supply chains, scanning model vulnerabilities, provenance, and training...
How much does Manifest Cyber cost?
Manifest Cyber uses a paid pricing model with plans starting at Contact for pricing.
What are the main advantages of Manifest Cyber?
The key advantages of Manifest Cyber include: Automated SBOM for entire application fleet; AI supply chain risk transparency; SPDX and CycloneDX support; Covers binaries and firmware; AI model vulnerability scanning.
What are the drawbacks of Manifest Cyber?
Some limitations to consider: Niche focus (SBOM/supply chain); Pricing not public; Best for compliance-heavy organizations.
What category does Manifest Cyber belong to?
Manifest Cyber is a Security tool developed by Manifest Cyber.
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