
The four risk tiers
| Tier | Examples | Obligations |
|---|---|---|
| Prohibited | Social scoring, manipulative or exploitative systems, untargeted facial-image scraping | Must not be deployed. TruePrivacy flags these for immediate escalation. |
| High-risk | Employment and worker-management decisions, credit assessment, educational access, biometric identification, critical infrastructure | Conformity assessment, risk management system, data governance, human oversight, logging, transparency, registration |
| Limited risk | Chatbots, emotion recognition disclosure cases, AI-generated content | Transparency obligations — users must be told they are interacting with AI or viewing AI-generated content |
| Minimal risk | Spam filters, recommendation tuning, inventory forecasting | No mandatory obligations; inventoried for completeness |
The classification questionnaire
Answer guided questions
The questionnaire walks through the deployment context: what the system decides, who is affected, whether it touches an Annex III high-risk category, and whether any prohibited practice applies. Answers are pre-filled from the inventory entry where possible.
Review the proposed tier
TruePrivacy proposes a risk tier with the rationale mapped to the specific criteria that triggered it. Legal reviewers can accept the tier or override it with a documented justification.
Obligations become tasks
The obligations for the assigned tier are created as tracked compliance tasks with owners and deadlines. High-risk systems also automatically trigger a DPIA workflow, pre-populated from the inventory entry.
Obligations tracking for high-risk systems
For each high-risk system, TruePrivacy tracks the conformity obligations as a living checklist:- Risk management system — documented, iterative risk identification and mitigation across the lifecycle
- Data governance — training, validation, and test data quality criteria, with provenance from the inventory
- Technical documentation and record-keeping — maintained and exportable
- Human oversight — documented measures allowing humans to understand, monitor, and override the system
- Accuracy, robustness, and transparency — performance characteristics documented in the model card
Conformity documentation
Generate a documentation package per system on demand:- The inventory record and model card
- The classification questionnaire responses and tier rationale
- Assessment results, including any linked DPIA
- Obligation checklist status with evidence attachments