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Analytics Insights

The analytics academy: Bridging the gap between human and artificial intelligence

September 2019—As organizations rebuild their foundations to compete in the era of data and advanced analytics, in-house capability-building programs offer the best way to train workers up to the task.

Artificial intelligence

Survey

Global AI Survey: AI proves its worth, but few scale impact

– Most companies report measurable benefits from AI where it has been deployed; however, much work remains to scale impact, manage risks, and retrain the workforce. A group of high performers shows the way.
Article

How artificial intelligence will impact K-12 teachers

– Existing and emerging technologies can help save teacher time—time that could be redirected toward student learning. But... to capture the potential, stakeholders need to address four imperatives.
Podcast

Getting to scale with artificial intelligence

– Companies adopting AI across the organization are investing as much in people and processes as in technology.
Article - McKinsey Quarterly

Can artificial intelligence help society as much as it helps business?

– The answer is yes—but only if leaders start embracing technological social responsibility (TSR) as a new business imperative... for the AI era.
Interactive

The executive’s AI playbook

– It’s time to break out of pilot purgatory and more effectively apply artificial intelligence and advanced analytics throughout... your organization. Our interactive playbook can help.

Data strategy

Article - McKinsey Quarterly

A game plan for quantum computing

– Thanks to technology advances, some companies may reap real gains from quantum computing within five years. What should you do... to prepare for this next big wave in computers?
Article

GDPR compliance since May 2018: A continuing challenge

– Companies must automate and streamline, or the challenge of GDPR compliance will overwhelm them.
Article

Collaborating for the common good: Navigating public-private data partnerships

– 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 and address risks.

Organizing for analytics

Interactive

How top companies excel with digital and analytics

– Six key areas to help senior executives manage a tech-enabled transformation.
Survey

Catch them if you can: How leaders in data and analytics have pulled ahead

– As data and analytics transform industries at an ever-quicker pace, the strategies and organizational cultures of leading companies... offer others a road map for success.
Article - Harvard Business Review

How to train your analytics translators

– Analytics translators need deep institutional knowledge to perform their critical function, making it best to develop current... employees to fill these roles. Here’s how to do it.
Article

Fusing data and design to supercharge innovation—in products and processes

– While many organizations are investing in data and design capabilities, only those that tightly weave these disciplines together... will unlock their full benefits.

Featured publications

Collection

Crossing the frontier: How to apply AI for impact

Cut through the noise around artificial intelligence with this collection of our latest thinking on where and how best to use AI in your organization.
Collection

Analytics comes of age

Analytics and artificial intelligence are reshaping organizations and the entire business landscape. Learn how to capture the value by embedding them in your business.

Expert views

Video - McKinsey Global Institute

How to ensure artificial intelligence benefits society: A conversation with Stuart Russell and James Manyika

– Leading artificial-intelligence researcher Stuart Russell shares in a conversation with James Manyika why a new approach for AI is necessary.
Video

The power and potential of AI in insurance claims

– Githesh Ramamurthy, chairman and CEO of CCC Information Services, shares his views on the future of claims.
Interview

Managing data as an asset: An interview with the CEO of Informatica

– Anil Chakravarthy draws on his experience leading a data-management business to discuss new technical and organizational approaches... that help companies create value with data.
Video

How China’s fintechs serve the underserved: An interview with CreditEase CEO Ning Tang

– Fintechs that succeed in the Chinese market know how to use technology to adapt to local conditions, improve efficiency, and service... small businesses. Here’s how it’s done.
Commentary - McKinsey Quarterly

Building data-driven culture: An interview with ShopRunner CEO Sam Yagan

– Sam Yagan, current ShopRunner CEO, cofounder of OkCupid, and former Match Group CEO, discusses the importance of culture for driving... data-based decision making, innovation, and, ultimately, company success.

INDUSTRY PERSPECTIVES

Article

Precision fisheries: Navigating a sea of troubles with advanced analytics

– Advanced analytics may help struggling fisheries thrive while simultaneously protecting endangered ocean resources.
Article

Solving the digital and analytics scale-up challenge in consumer goods

– Many consumer-goods companies have entered the digital and analytics race, but very few are scaling impact. Here’s what... leaders are doing right.
Article

The five lessons B2B sales leaders should learn to make analytics work

– Data-driven growth comes from much more than just being good at data.
Article

M&A success, powered by advanced analytics

– As M&A activity and acquisition premiums hit historic highs, companies can use advanced analytics to increase value and accelerate... impact during integration.
Article

Automation in retail: An executive overview for getting ready

– Automation will reshape retail business models and the broader value chain, creating organizations with fewer layers and a better... trained and trusted workforce empowered by real-time data and analytics. The winners in the sector will be those who understand these implications and act quickly to address them.

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More insights

Interview

Protecting the business: Views from the CIO’s and CISO’s offices

– At JPMorgan Chase, CISOs and CIOs work together to align cybersecurity with business goals.
Interview

The benefits of a CISO background to a business-unit CIO

– A deep understanding of cybersecurity is a competitive advantage.
Article

The CIO’s moment: Leadership through the first wave of the coronavirus crisis

– It’s already clear that CIOs during the coronavirus outbreak are playing a central role in navigating the crisis, even as companies... grapple with the implications.
Interview - McKinsey Quarterly

In disruptive times, the power comes from people: An interview with Eric Schmidt

– As we enter a new golden age of technological innovation, nurturing talent will become more critical, according to the former... chairman of Alphabet.
Article

Accelerating AI impact by taming the data beast

– Government agencies seeking to deploy artificial intelligence face hurdles in data awareness, availability, and quality. A five-step,... mission-based data strategy can help sidestep these challenges.
Report

The future of work in Turkey

– New research looks closer at the impact of automation, artificial intelligence, and digital technologies on Turkey’s talent transformation... and future workforce.
Article - McKinsey Quarterly

Are you asking enough from your design leaders?

– A new breed of leaders can help companies unleash the business value of design.
Article

Data and culture as stepping stones for Digital@Scale

– Pharma and medtech companies around the world have been building up their in-house capabilities in digital and advanced analytics,... but five challenges to implementing a digital strategy persist.
Podcast

Gold in an era of drones, deep mines, and dedollarization

– While gold does not tarnish or decay, the industry that mines, refines, and fashions the yellow metal is far less stable.
Article

How artificial intelligence will impact K-12 teachers

– Existing and emerging technologies can help save teacher time—time that could be redirected toward student learning. But... to capture the potential, stakeholders need to address four imperatives.
Podcast

The new science of talent: From roles to returns

– Getting the right people into the right roles is more vital than ever. Here’s how to deliver returns on talent faster—and help... more women rise to the C-suite at the same time.
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