Agents

Audits data processing systems, logging mechanisms, and user tracking implementations for compliance with EU GDPR / German DSGVO mandates.

Classifies proposed AI deployments into strict EU AI Act risk tiers.

Audits architectural choices for hidden scalability bottlenecks and operational tech debt.

Audits the unit economics of customer acquisition against lifetime value.

Identifies indicators of compromise, anomalous network/endpoint behavior, and active intrusion patterns from the provided data.

Extracts explicit financial metrics to mathematically evaluate cash runway and margin viability.

Scans technology stacks and dependencies for viral open-source licensing contamination (Copyleft risks).

Evaluates market positioning and the realistic probability of cross-selling the product.

Evaluates whether the product solves a bleeding-neck pain point or is merely a 'nice-to-have' feature.

Audits architectural proposals and data schemas for GDPR/DSGVO Article 9 (Special Categories of Personal Data) violations.

Determines whether a security incident involves personal data, triggers regulatory breach-notification obligations (e.g. GDPR Art. 33/34), and what notification timelines apply.

Analyzes authentication and authorization events for failed-login clustering, privilege-escalation chains, credential-stuffing patterns, and MFA-bypass indicators.

Detects anomalous behavior by authenticated users that may indicate insider threats through behavioral analysis of access patterns, privileged actions, and data movement.