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 …
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 …
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, …
Collaborating for the common good: Navigating public-private …
May 30, 2019 · Public-private data collaboration holds great promise for solving some of society’s toughest challenges, but a holistic data-governance framework is needed to help build trust …
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 …
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 …
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 …
The gen AI operating model: A leader's guide | McKinsey
Sep 12, 2024 · That is why a data management and governance strategy should be part of any operating model for gen AI. Governance includes managing document sourcing, preparation, …
Optimizing data controls in banking | McKinsey
Jul 1, 2020 · In the absence of more coordinated guidance from regulators, it is incumbent upon the banking industry to pursue a broader and more harmonized data-control framework based …