AI & Advanced Analytics Enablement Ensure master data is  AI‑ready , supporting machine learning, analytics, and Generative AI use cases.

Collaborate with  Data Science and AI teams  to: Define training‑data requirements Prevent bias and duplication in AI inputs Improve feature quality through high‑quality master data Implement AI‑assisted data matching, classification, and enrichment where applicable.

Support explainability, lineage, and traceability requirements for AI and ML models.

Enable natural‑language and AI‑driven access to master data for analytics and decision support platforms.

Technology & Integration Work closely with MDM platforms and tools.

Define and oversee integration patterns between MDM, ERP, CRM, data platforms, and AI pipelines.

Collaborate with data engineering teams on cloud‑based data platforms, APIs, and automation workflows.