Data was identified as a critical enabler, and a DMO and a data council were set up to develop the core framing on the future ecosystem, as well as the structure of data domains, including the …
Designing data governance that delivers value | McKinsey
Jun 26, 2020 · Data was identified as a critical enabler, and a DMO and a data council were set up to develop the core framing on the future ecosystem, as well as the structure of data …
Data ethics: What it means and what it takes | McKinsey
Sep 23, 2022 · In this article, we explore these traps and suggest some potential ways to avoid them, such as adopting new standards for data management, rethinking governance models, …
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 …
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 …
The data-driven enterprise of 2025 | McKinsey
Jan 28, 2022 · Seven characteristics will define this new data-driven enterprise, and we’ve already seen many companies exhibit at least some of them, with many more beginning the journey to …
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 …
Putting data ethics into practice - McKinsey & Company
Feb 17, 2023 · Data ethics must be integrated into governance processes to truly become part of an organization’s DNA. Leaders can start by developing a comprehensive data risk framework …
Manage data like a product to unlock full value | McKinsey
Jun 14, 2022 · Establishing standards and best practices includes defining how teams will document data provenance, audit data use, and measure data quality, as well as designing …
How financial institutions can improve their governance of gen AI
Mar 27, 2025 · Many financial institutions’ data governance controls don’t sufficiently address gen AI, which relies heavily on combining public and private data. This raises concerns about who …