Defend the products you ship to customers.
Per-release SBOMs your customers actually accept. VEX statements drafted from reachability. A coordinated disclosure workflow that doesn't live in a Google Sheet. AI-BOM for the features you're shipping with models.
What your week looks like today.
Customers send security questionnaires monthly. Your SE team eats four hours per response.
Coordinated disclosure runs in Google Docs with the researcher and Legal cc'd.
Customer asks for an SBOM in CycloneDX 1.6. You have a 9-month-old export in CycloneDX 1.4.
Bug bounty triage has no link to your reachability data.
A vuln gets disclosed. You don't have a customer-facing VEX channel ready.
Your product just added an AI feature. Nobody mapped the model + dataset footprint.
Benefits, by use case.
Line by line — what each use case does for your specific role.
What you'll actually use.
AI-native and traditional, in the rhythm of your week.
- Griffin AIReachability into customer-facing exposure.
- AI-BOMDefensible answer to every 'what AI is in this' question.
- Auto-FixPatch PRs for customer-facing services.
- Compliance Reporting AIDrafts PSIRT advisories and customer comms.
- Threat FeedIOCs piped into product disclosure pipeline.
- SBOM StudioPer-release SBOMs, customer-distributable.
- VEXPublic reachability statements.
- SLSA ProvenanceL3+ build provenance, Sigstore-signed.
- Coordinated DisclosureBuilt-in workflow.
- Customer Questionnaire AutomationOne link feeds 80 forms.
Where this Persona fits.
The Customer Personas where this role gets the most from Safeguard.