From machine learning operations and organizational change to ethical considerations and emerging use cases, this is QuantumBlack, AI by McKinsey’s latest thinking on how organizations can most effectively and responsibly use AI to create business value.
Insights on Artificial Intelligence
Featured Insights
The state of AI in early 2024: Gen AI adoption spikes and starts to generate value
As generative AI adoption accelerates, survey respondents report measurable benefits and increased mitigation of the risk of inaccuracy. A small group of high performers lead the way.
Blog Post
McKinsey and NVIDIA help industry leaders harness the power of generative AI
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McKinsey is partnering with NVIDIA to empower organizations with the transformative powers of gen AI, so they can reinvent ways of working and create opportunities for growth.
Report
AI for social good: Improving lives and protecting the planet
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As AI advances from predictive to generative capabilities, its potential to address social issues defined by the UN Sustainable Development Goals expands.
Blog Post
McKinsey and Google Cloud help companies tap into $4 trillion of business value with generative AI
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McKinsey and Google Cloud are partnering to help clients across industries realize the innovative power of generative AI.
Scaling for impact
Article - McKinsey Quarterly
Strategic alliances for gen AI: How to build them and make them work
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Strategic alliances are a must for companies looking to build value from generative AI. But approaching them like traditional vendor arrangements won’t work.
Article
Moving past gen AI’s honeymoon phase: Seven hard truths for CIOs to get from pilot to scale
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Getting to scale requires CIOs to focus on fewer things but do them better.
Report
The economic potential of generative AI: The next productivity frontier
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Generative AI is poised to unleash the next wave of productivity. We take a first look at where business value could accrue and the potential impacts on the workforce.
Executive guides
Report
Beyond the hype: Capturing the potential of AI and gen AI in tech, media, and telecom
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This collection presents the top insights on gen AI from McKinsey and its AI arm, QuantumBlack, providing a detailed examination of the significant opportunities and challenges it offers for leaders looking to steer their organizations into the future.
Article
What every CEO should know about generative AI
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Generative AI is evolving at record speed while CEOs are still learning the technology’s business value and risks. Here, we offer some of the generative AI essentials.
Article
Four essential questions for boards to ask about generative AI
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Boards are responsible for how generative AI is used at the companies they oversee. Asking company leaders the right questions will help unlock the technology’s value while managing its risk.
Industry perspectives
Article
Scaling gen AI in banking: Choosing the best operating model
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Generative AI is transforming financial services, offering opportunities for efficiency and innovation. As banks race to deploy gen AI, the right operating model can help unlock its potential.
Article - McKinsey Quarterly
Implementing generative AI with speed and safety
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Generative AI poses both risks and opportunities. Here’s a road map to mitigate the former while moving to capture the latter from day one.
McKinsey Direct
Generative AI in finance: Finding the way to faster, deeper insights
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Generative AI technologies can automate time-consuming tasks for finance professionals, but can they be trusted to give the right answers?
Report
Generative AI in the pharmaceutical industry: Moving from hype to reality
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The technology could offer pharma companies a once-in-a-century opportunity—but only if they learn to scale it and address the industry’s unique challenges.
DATA SCIENCE FOR PRACTITIONERS
Insights from our Medium blog by data science professionals, for data science professionals.
QuantumBlack Medium blog post