GDPR & data minimization
Keep AI agents away from personal data unless it's approved.
GDPR protects personal data and expects data minimization. Use this checklist to control whether AI agents can access or process personal data.
Why this matters
GDPR applies across the EEA and protects personal data, with supervisory authorities enforcing it. AI agents connected to business systems can read, move, or process personal data — sometimes without anyone deciding they should.
The control question is simple: can this agent touch personal data, and was that approved?
Bakara helps label sensitive data and restrict which agents and roles can reach it.
The checklist
Control AI access to personal data.
Data sensitivity
- Is personal and sensitive data labeled?
- Do we know which systems hold personal data?
- Are data categories defined for approval decisions?
Access restrictions
- Are agents blocked from personal data unless approved?
- Is access scoped to least privilege?
- Are high-risk data actions approval-gated?
Approval and review
- Is there a privacy review for AI access to personal data?
- Are approvals recorded with a reason?
- Are these decisions reviewed periodically?
Evidence
- Can we show which agents can reach personal data?
- Can we show who approved it and when?
- Are access attempts logged?
How Bakara helps
From policy to governed loadouts.
Skill registry
A live inventory of AI skills, tools, prompts, workflows, connectors, permissions, and owners.
Role-based loadouts
Define what each role, team, or AI agent is allowed to access and do.
Monitoring & drift
See usage, detect drift from policy, and flag capabilities that need review.
Audit evidence
Export evidence of approved skills, access decisions, exceptions, and reviews.
Put AI access to personal data under control.
Bakara helps privacy and security teams decide, restrict, and evidence which AI agents can reach personal data.
Bakara supports AI governance, security operations, and audit-readiness workflows. Regulatory obligations vary by organization, jurisdiction, use case, and implementation. This material is not legal advice.