Training

AI Readiness & Maturity Workshop

(Supports Consulting: AI Readiness & Maturity Assessment)

• Understand AI readiness dimensions (governance, data, model ops, observability).
• Hands-on exercises: self-assess your team’s AI maturity.
• How to interpret assessment results and build a roadmap.

AI Governance & Compliance Fundamentals

(Supports Consulting: AI Governance & Compliance)

• Overview of AI regulations (EU AI Act, NIST AI RMF, ISO 42001, HIPAA).
• Designing responsible AI policies.
• Risk registers and compliance documentation basics.
• Case studies: mapping projects to regulatory frameworks.

Data Governance for AI Teams

(Supports Consulting: Data Governance for AI)

• Applying data governance to AI/ML pipelines.
• Lineage, cataloging, and metadata best practices.
• How to document for audit readiness.
• Bias, fairness, and privacy: practical tools and workflows.

MLOps & LLMOps Foundations

(Supports Consulting: MLOps & LLMOps Governance)

• Lifecycle overview: training, validation, deployment, monitoring.
• How compliance fits into CI/CD.
• Build vs. buy decisions for tooling.
• Cost-awareness and efficiency in governed pipelines.

AI Observability & Trust Training

(Supports Consulting: AI Observability Programs)

• Introduction to AI observability (drift detection, bias monitoring, explainability).
• Monitoring dashboards and workflows.
• Designing incident response for AI failures.
• Continuous compliance checks and reporting.