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dpia assessment navigator
Conduct structured DPIA screenings, risk assessments, and report generation for GDPR and privacy compliance.
$12
dpia assessment navigator
Example session with this skill installed
Run a DPIA threshold screen for a new employee monitoring tool that uses AI to analyze productivity patterns and sentiment in Slack messages. We are the Controller under UK GDPR.
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- Compiled the dpia assessment navigator
The processing activity involves systematic monitoring and AI-driven profiling of employees, which triggers a mandatory Data Protection Impact Assessment under UK GDPR guidelines.
DPIA Threshold Screen
| Assessment Area | Finding |
|---|---|
| Verdict | Required |
| Jurisdiction | UK GDPR |
| Role | Controller |
| Primary Trigger | Systematic monitoring of employees and profiling with potential significant effects. |
Evidence relied upon
- Use of AI to analyze sentiment and productivity patterns.
- Monitoring of internal communication platforms (Slack).
- Processing occurs within an employment context (vulnerable data subjects).
Trigger Analysis
- Profiling: Automated processing to evaluate personal aspects of employees.
- Vulnerable Subjects: Employees are considered vulnerable due to the power imbalance with the employer.
- New Technology: AI-driven sentiment analysis in workplace communications is considered innovative processing.
Missing Information
- Volume of data subjects (total employee count).
- Retention period for the raw Slack data vs. the AI-generated sentiment scores.
- Specific legal basis identified by your legal team (e.g., Legitimate Interests).
Recommendation
Proceed to a full DPIA immediately. The project should not go live until the necessity and proportionality of sentiment analysis are validated against less intrusive monitoring alternatives.
Next steps
- Initiate a full DPIA report using the existing scoping data.
- Consult with the DPO regarding the necessity of sentiment analysis for productivity tracking.
- Review the AI vendor's technical documentation for transparency and bias controls.
Connects securely to your tools. The creator never sees your data.
About this skill
The problem
Conducting Data Protection Impact Assessments (DPIAs) is often a fragmented process prone to subjective risk scoring and missing regulatory triggers. Teams struggle to maintain consistency between processing descriptions, necessity evaluations, and mitigation plans across different jurisdictions.
What it does
- Screens processing activities against mandatory GDPR and UK GDPR triggers to determine if a DPIA is required.
- Generates structured processing descriptions covering nature, scope, context, and purpose.
- Builds data subject centric risk registers with inherent and residual risk scoring.
- Evaluates necessity and proportionality including data minimisation and storage limitation.
- Produces executive approval packs and DPO consultation summaries with documented assumptions and gaps.
Why this beats prompting it yourself
General prompts often frame risk from a business perspective rather than a data subject perspective. This skill enforces a structured privacy workflow that links specific mitigations to identified risks, ensuring the final report meets accountability standards rather than just acting as a narrative summary.
Use cases
- Screening new AI or biometrics projects to determine if a formal DPIA is legally mandatory.
- Drafting a full DPIA report for large scale processing of sensitive or special category data.
- Creating a privacy risk register for cross-border data transfers and third-party processing.
- Preparing a residual risk summary for DPO review or Article 36 regulatory escalation.
Known limitations
Does not provide legal advice or jurisdictional interpretation. Requires human input for final risk acceptance and regulator submissions.
How to use
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