Privacy by design. Continuously.
Data Security Posture Management, AI-BOM, prompt + dataset lineage, and continuously-mapped evidence for GDPR, CCPA, DPDP, HIPAA, and the EU AI Act. No more record-of-processing spreadsheets.
What your week looks like today.
The recurring friction this role absorbs before any of it becomes someone's roadmap item.
Your record of processing is a 60-tab spreadsheet that's 9 months stale.
Engineers added a new third-party AI tool last sprint. Nobody told you. Customer data is in the prompt.
GDPR data-subject access requests take a week to fulfill because data lineage is implicit.
A new model was fine-tuned on customer data with consent that's no longer valid.
EU AI Act timelines are creeping in. Legal asks if you're ready. You don't know.
Audit asks 'what data is in this dataset?' You point at four BigQuery tables.
Benefits, by use case.
Line by line — what each use case does for your specific role.
| Use case | Benefit to you | Metric |
|---|---|---|
| Data lineage | DSPM across stores, services, prompts, datasets. | DSPM |
| AI-BOM | Models, prompts, datasets per release. | Per release |
| AI tool inventory | Every third-party AI service used in prod. | Live |
| Prompt data classification | Auto-detect customer data in prompts. | Inline |
| Record of processing | Generated from live data flows. | Auto |
| DSAR fulfillment | Lineage makes subject access tractable. | Tractable |
| Consent + reuse | Tagged consent flows into model training pipeline. | Tagged |
| AI Act / CRA evidence | Continuous, framework-mapped. | Mapped |
What you'll actually use.
AI-native and traditional, in the rhythm of your week.
- AI-BOMCycloneDX 1.6 bill-of-materials for AI.
- Griffin AIReasoning over data lineage + AI footprint.
- GuardrailsInline customer-data-in-prompt detection.
- MCP ServerServer registry catches new AI tools immediately.
- Compliance Reporting AIDrafts AI Act + GDPR narrative.
- SBOM StudioUnderlying SBOM for services touching personal data.
- DSPMData Security Posture Management.
- TPRMThird-party AI vendor inventory.
- Compliance ReportingGDPR, CCPA, DPDP, HIPAA, AI Act packs.
- Secret DetectionCatches PII in prompts pre-commit.
Where this Persona fits.
The Customer Personas where this role gets the most from Safeguard.
Replace your privacy spreadsheet.
Bring the work already on your plate — we will walk it through the platform as Privacy Officer / DPO, not as a demo tenant.
The people on the other side of this problem
The work behind the outcomes above
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.