AI System Card

Technical Documentation — LinkedInScope AI Systems
March 17, 2026

Summary

DeployerEasylab AI
ServiceLinkedInScope
AI Act ClassificationNon-high-risk (Article 6(3))
Transparency ObligationsArticle 50
Last UpdatedMarch 17, 2026

System 1: Profile Analysis Engine

ProviderOpenAI
ModelGPT-4o-mini
TypeLarge Language Model (text generation)
PurposeAnalyze LinkedIn profiles and generate structured feedback reports
Input DataPublicly available LinkedIn profile data (name, headline, about section, experience, posts)
OutputStructured JSON analysis with identity analysis, consistency check, and recommendations
Data RetentionAnalysis results stored in Firestore; profile data not retained beyond the analysis session
TrainingNo user data is used for model training (OpenAI API usage)
LimitationsThe analysis represents AI-generated opinions and may contain inaccuracies or biases inherent to the model. Results should not be taken as professional career advice.
Risk MitigationOutputs are clearly labeled as AI-generated. The system character ("Monday") signals through its tone that the analysis is not a factual assessment.

System 2: AI Photo Generator

ProviderGoogle (Gemini)
ModelsGemini 2.5 Pro (photo analysis), Gemini image generation (image creation)
TypeMultimodal AI (image analysis + generation)
PurposeGenerate stylized profile photos from user-uploaded selfies
Input DataUser-uploaded photograph (selfie), style preferences, social network selection
OutputAI-generated stylized profile photo (2K resolution JPEG)
Data RetentionSource images stored temporarily for processing; generated images stored for user download
WatermarkingAI-generated images contain metadata watermarks applied by Google Gemini, in compliance with Article 50(2)
TrainingNo user images are used for model training
LimitationsGenerated images are artistic interpretations and may not perfectly represent the subject. Style application quality varies.
Risk MitigationClear labeling of AI-generated content, metadata watermarking, user consent required before generation

Compliance Measures

Article 4 -- AI Literacy

Users are informed about AI usage through the AI Governance page and this documentation.

Article 50(1) -- Interaction Transparency

Clear notification that users interact with AI systems.

Article 50(4) -- Content Marking

Disclosure that content is AI-generated. AI-generated images contain metadata watermarks.

GDPR Compliance

Processing in accordance with Regulation (EU) 2016/679.

Contact and Complaints

For questions about our AI systems or to exercise your rights:
support@linkedinscope.com