From black boxes to transparent intelligence.
We build trust in AI through clarity, transparency, and control.
From black boxes to transparent intelligence.
Lumethica.ai helps organizations govern, explain, and audit their artificial intelligence —turning complex algorithms
into transparent, ethical, and compliant systems.
AI Governance Framework
Our services combine technology, design, and regulation.We translate complex AI models into clear interfaces, transparent reports, and actionable governance frameworks.
AI Act Readiness
Each layer of Lumethica’s work — strategic, technological, educational, and design
Built around one goal:
to make AI understandable and trustworthy.
AI Governance & Advisory
We design the foundations of responsible AI. Our advisory services help you establish clear governance structures, risk frameworks, and documentation aligned with the EU AI Act, ISO/IEC 42001, and NIST AI RMF.
- AI governance frameworks and risk taxonomies
- Model classification (minimal, limited, high-risk)
- AI Act readiness assessment
- Technical documentation and audit logs
- Compliance playbooks for product and data teams
Explainable AI Interface
We build explainability dashboards and data visualizations that reveal how your AI thinks. Powered by SHAP, Fairlearn, and Evidently, Lumethica’s interface transforms model outputs into human-readable insights.
- AI Inventory: a registry of all models, owners, and risk levels
- Risk Scorecard: fairness, drift, and accuracy metrics in one place
- Explainability View: SHAP/LIME-based explanations for every prediction
- Compliance Report: automated summaries aligned with AI Act requirements
- Compliance playbooks for product and data teams
AI Compliance & Audit
We conduct end-to-end audits of high-risk AI systems — from data and model validation to governance and transparency checks. Our compliance methodology aligns with AI Act Articles 46–67, ensuring that your AI meets ethical and legal expectations.
- Data quality and documentation review
- Bias and fairness evaluation (Fairlearn / AIF360)
- Drift detection and performance monitoring (Evidently / Deepchecks)
- Human oversight and explainability controls
- Audit-ready compliance reports (JSON + PDF)
Education & Awareness
Lumethica Academy trains teams to understand AI risk, fairness, and governance. Our workshops and certification programs turn complex regulatory language into practical, actionable knowledge.
- AI Act Masterclass – 2-day certification course for executives
- Explainability for Business – how to translate model metrics to decisions
- Jupyter Labs – hands-on sessions using SHAP, Fairlearn, and Evidently
- AI Ethics by Design – building responsible products from the ground up
Explainable UX & Communication
We design transparent experiences around AI systems — interfaces, dashboards, and reports that build trust through clarity. Our human-centric design approach ensures that technical outputs are communicated in language understandable to everyone: users, executives, and regulators.
- Explainable UX dashboards and data stories
- Transparency and ESG reports
- Human-centered audit visualizations
- Stakeholder communication strategy
Illuminate your AI.
Let’s build AI systems that are transparent, accountable, and aligned with human values. Whether you need governance strategy, compliance audit, or explainability design — Lumethica brings light to every layer of intelligence.