Designing data governance that delivers value | McKinsey
Jun 26, 2020 · Data governance should support and accelerate this tailored approach, focusing on solving issues around availability and quality in addition to establishing strong master-data …
Rather than governance running on its own, such initiatives shift data responsibility and governance toward product teams, integrating it at the point of production and consumption.
Navigating the regulatory challenges of BCBS 239 | McKinsey
Dec 6, 2024 · Banks in the middle of their BCBS 239 compliance journey typically have well-documented frameworks, such as data governance structures, clearly defined scopes, and have …
Demystifying data mesh | McKinsey
Jun 8, 2023 · A data mesh has emerged as a possible solution to the challenges of data access plaguing many large organizations. This approach takes data out of stovepipes and puts it directly in …
Getting the data architecture right in banking | McKinsey & Company
Feb 28, 2025 · Does the data architecture need to be capable of supporting comprehensive data governance controls—including data stewardship, policy enforcement, and audit trails—across …
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 …
Putting data ethics into practice - McKinsey & Company
Feb 17, 2023 · Embedding data ethics into governance processes and organizational culture can help build trust and manage risk.
Designing a data transformation that delivers value right from the ...
Oct 18, 2018 · Actions: Assess data quality; establish robust data governance with clear accountability for data quality; provide self-service tools to facilitate data access across the whole organization.
Elevating master data management in an organization | McKinsey
May 15, 2024 · Data governance models for MDM should be designed with clear roles and responsibilities, be managed by a governance council with representatives from different business …
How COOs maximize operational impact from gen AI and agentic AI
Mar 20, 2025 · By defining the right operating structure, data governance model, and change management approach, COOs can help their companies make the most of their AI investments.