Governance Frameworks

Our Data Governance Frameworks service establishes clear policies, roles and processes to manage data responsibly across your organisation. Avonshire designs scalable frameworks that ensure data quality, compliance and accountability—supporting secure access, lineage tracking and strategic oversight. We help you govern with confidence, turning data into a trusted asset for innovation and growth.

Data Quality Management

Our Data Quality Management service ensures your data is accurate, consistent and fit for purpose. Avonshire applies validation, cleansing and monitoring techniques to eliminate errors, reduce duplication and maintain integrity across systems. We help organisations build trust in their data supporting confident decisions, regulatory compliance and operational excellence.

Metadata Management

Our Metadata Management service brings clarity and control to your data ecosystem. Avonshire helps organisations catalogue, track and understand their data assets enabling discoverability, lineage, and governance. We design metadata strategies that support compliance, improve data quality and empower users to find, trust and use data confidently across the enterprise.

Data Lineage

Our Data Lineage service maps the journey of your data from origin to transformation to destination ensuring transparency, traceability and trust. Avonshire helps organisations understand how data flows across systems, enabling impact analysis, compliance, and root-cause diagnostics. We visualise dependencies and changes, so you can govern confidently and optimise with clarity.