McKinsey Analytics

We help clients become analytics-driven organizations that achieve better performance through data.

The sheer amount and variety of existing and new data generated in the world today are unprecedented. As this growth continues, so do the opportunities for organizations to use their data to create Change that Matters. McKinsey Analytics helps clients identify and capture the most value and meaningful insights from data, and turn them into competitive advantages.

Our global teams of consultants and leading data scientists, engineers, and analysts—including people from cutting-edge analytics firms like QuantumBlack, a McKinsey Company—possess deep industry and technical expertise and understand underlying industry economics, customer needs, and competitive dynamics. We deliver insight and impact for clients through a wide range of flexible support models, providing ad hoc, deeply transformational, and ongoing analytics architecture and solutions. 

Importantly, we are fully technology agnostic and able to work with our clients' preferred technologies and platforms. Once the tools and models are implemented, we focus on building and transferring capabilities and skills to ensure that analytics becomes a sustained competitive advantage.

Client Impact Stories

Impact Story

How Telkomsel transformed to reach digital-first consumers

– A 26-year-old telecom incumbent seized an opportunity to reinvent itself—and attract its next generation of customers.
Impact Story

Flying across the sea, propelled by AI

– To help Emirates Team New Zealand successfully defend their America’s Cup title, we introduced them to a new sailor: a McKinsey-built AI bot.
Impact Story

How a steel plant in India tapped the value of data—and won global acclaim

– By upskilling employees and innovating with analytics, Tata Steel’s plant in Kalinganagar, India, achieved performance gains that earned it recognition as a leading digital facility by the World Economic Forum. Test by Subhajit.
Impact Story

Inside a mining company’s AI transformation

– How copper-mining giant Freeport-McMoRan unlocked next-level performance with help from McKinsey data scientists and agile coaches.

Our approach

Bringing analytics to life

We meet our clients anywhere they are in their journey to become data-driven, providing everything from specific expertise on discrete issues to holistic transformations spanning strategy design, build, implementation, capability building, and ongoing support.

Featured capabilities


Journey Analytics

Unlocks the full value of  multichannel with Big Data technology and advanced analytics
Marketing & Sales


Improves return on sales through better pricing, promotions, assortment, and performance management
Financial Services


Delivers impact for insurers through advanced analytical solutions


Increasing productivity in heavy industry processing plants with advanced analytics

Featured insights

How six companies are using technology and data to transform themselves

– In the first of a five-part multimedia series airing on CNBC, we look at how the acceleration of digital during the COVID-19 pandemic is shaping the next normal.

Featured insights


How six companies are using technology and data to transform themselves

– In the first of a five-part multimedia series airing on CNBC, we look at how the acceleration of digital during the COVID-19 pandemic... is shaping the next normal.

Getting to scale with artificial intelligence

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

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.

Confronting the risks of artificial intelligence

– With great power comes great responsibility. Organizations can mitigate the risks of applying artificial intelligence and advanced... analytics by embracing three principles.

Featured Capabilities

Noble Intelligence

Harnessing artificial intelligence and other advanced technologies to address social and humanitarian crises

Our people

Alex Singla

Senior Partner, Chicago
Global leader of McKinsey Analytics and QuantumBlack; advises clients on strategy, digital and analytics, operations, and enterprise transformation...

Alexander Sukharevsky

Senior Partner, Moscow
Leads McKinsey Analytics globally, working across industries to redefine business models and improve performance through responsible use of artificial...

Pepe Cafferata

Partner, São Paulo
Leads McKinsey Analytics and QuantumBlack in Latin America, and helps major financial institutions transform their businesses, data and analytics,...

Jacomo Corbo

Partner, London
Uses artificial intelligence to improve organizations’ performance

Avinash Goyal

Senior Partner, Mumbai
Helps chemical and agriculture companies meet the challenges of a rapidly changing sector, taking a global, data-driven perspective to transforming...

Jeremy Palmer

Senior Partner, London
Helps leaders build the capabilities in their organizations to deploy data, advanced analytics and artificial intelligence at scale to drive...

Jules Seeley

Senior Partner, Boston
Advises travel, transport, logistics, and mobility-technology companies on applying digital and advanced analytics to transform performance across...


Careers with McKinsey Analytics

Expand your horizons solving real-world challenges with complex data sets and advanced-analytics tools

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