For example, a leading global retailer, whose data governance was managed within IT, struggled to capture value from data for years. Then, as part of an enterprise-wide analytics transformation, it …
Designing data governance that delivers value | McKinsey
Jun 26, 2020 · For example, a leading global retailer, whose data governance was managed within IT, struggled to capture value from data for years. Then, as part of an enterprise-wide analytics …
Aziz Shaikh | McKinsey & Company
Aziz has advised multiple CDOs and chief information officers (CIOs) across sectors on generating value from big data by leveraging data architecture, data modeling, master data management …
Given the investments in advanced analytics, many institutions are looking for fully-specified end-to-end platforms that combine model development with specific model risk functionality including model …
Revisiting data architecture for next-gen data products
Oct 3, 2024 · Reference architectures, data governance models, and thoughtful technology implementation provide a road map for forward-thinking CIOs to choose the most suitable archetype …
These data products have dedicated teams, or “squads,” aligned against them to embed data security, evolve data engineering (for example, to transform data or continuously integrate new sources of …
Credit unions | Financial services - McKinsey & Company
Credit union–wide programs focused on dramatically improving performance, including revenue growth, cost reduction, end-to-end process improvement, and development of a scalable operating model for …
How to unlock the value of data age requires a significant data management overhaul. That includes identifying and assessing the value of existing data, designing a scalable data platform, and …
How to create an effective operating model | McKinsey
Jun 18, 2025 · Decades of experience working with organizations and new data collected on high-performing operating models have yielded an updated system of 12 elements that together represent …
ESG data governance: A growing imperative for banks
Feb 8, 2023 · Create a data model to capture ESG data at the certificate level, including integration with third-party data providers (via APIs) and compliance with ESG data policies.