Category: Verticals
Industry Research Hub — AL360° Compliance
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Research Hub — Healthcare Compliance Healthcare AI sits at the nexus of privacy, safety and patient rights. In the EU, the Artificial Intelligence Act classifies AI systems used as safety components of medical devices as high‑risk. Article 6(1)(b) specifies that an AI system is high‑risk if it serves as a…
AffectLog Research Hubs: Advancing Trustworthy AI
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AffectLog’s research programme sits at the intersection of data privacy, compliance, policy and transparency. Each domain hub acts as a home for ongoing projects, datasets (where publicly shareable), methods and recent publications. This document sketches detailed outlines for those hubs with the shared mission of fostering collaboration and funding opportunities.…
Youth Entrepreneurship Program – Secure AI for Skill‑Building
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Privacy‑preserving learner coaching aligned with GDPR Art. 8 and UNICEF/UNESCO ethics. AI guides students through entrepreneurship programs while all sensitive audio/video content is anonymised client‑side and centralised risk management ensures continual compliance. Empowering Youth with AI, Responsibly A century‑old youth‑education NGO recently launched an AI‑driven program that enhances its entrepreneurship, work…
Government & Research Data Spaces — Sovereign AI at Scale
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Cross-agency collaboration with ephemeral data enclaves and policy‑as‑code. National compliance logs, public‑audit ready. Why Public-Sector Data Spaces Need Sovereign AI Governments and publicly funded research consortia are under pressure to share data across borders and sectors (health, environment, education, mobility, procurement) while respecting strict sovereignty and privacy rules. The EU’s…
Financial Services – Risk & Model Governance
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Federated model validation for credit scoring and fraud — mapped to Basel/PSD2/GDPR. Continuous drift, robustness, and fairness checks without exposing transaction data. A consortium of EU fintech has launched an ongoing pilot with AffectLog to federate validation of critical risk models (credit scoring, transaction monitoring, fraud rings, AML scoring) under…
Healthcare & Life Sciences – Federated, Regulation-Ready AI
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Deploy diagnostic, triage, and research models inside hospital networks – no raw PHI ever leaves. AL360° delivers automated EU AI Act high-risk checks, MDR alignment, and immutable audit trails while orchestrating federated learning across sites. Faster approvals, lower breach risk, zero data egress. AI Opportunities and Compliance Challenges in Healthcare…
