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Book Lean AI

    Book Details:
  • Author : Lomit Patel
  • Publisher : O'Reilly Media
  • Release : 2020-01-30
  • ISBN : 1492059285
  • Pages : 237 pages

Download or read book Lean AI written by Lomit Patel and published by O'Reilly Media. This book was released on 2020-01-30 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can startups successfully scale customer acquisition and revenue growth with a Lean team? Out-of-the-box acquisition solutions from Facebook, Google, and others provide a good start, but the companies that can tailor those solutions to meet their specific needs, objectives, and goals will come out winners. But that hasn’t been an easy task—until now. With this practical book, author Lomit Patel shows you how to use AI and automation to provide an operational layer atop those acquisition solutions to deliver amazing results for your company. You’ll learn how to adapt, customize, and personalize cross-channel user journeys to help your company attract and retain customers—to usher in the new age of Autonomous Marketing. Learn how AI and automation can support the customer acquisition efforts of a Lean Startup Dive into Customer Acquisition 3.0, an initiative for gaining and retaining customers Explore ways to use AI for marketing purposes Understand the key metrics for determining the growth of your startup Determine the right strategy to foster user acquisition in your company Manage the increased complexity and risk inherent in AI projects

Book Why Startups Fail

Download or read book Why Startups Fail written by Tom Eisenmann and published by Currency. This book was released on 2021-03-30 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want your startup to succeed, you need to understand why startups fail. “Whether you’re a first-time founder or looking to bring innovation into a corporate environment, Why Startups Fail is essential reading.”—Eric Ries, founder and CEO, LTSE, and New York Times bestselling author of The Lean Startup and The Startup Way Why do startups fail? That question caught Harvard Business School professor Tom Eisenmann by surprise when he realized he couldn’t answer it. So he launched a multiyear research project to find out. In Why Startups Fail, Eisenmann reveals his findings: six distinct patterns that account for the vast majority of startup failures. • Bad Bedfellows. Startup success is thought to rest largely on the founder’s talents and instincts. But the wrong team, investors, or partners can sink a venture just as quickly. • False Starts. In following the oft-cited advice to “fail fast” and to “launch before you’re ready,” founders risk wasting time and capital on the wrong solutions. • False Promises. Success with early adopters can be misleading and give founders unwarranted confidence to expand. • Speed Traps. Despite the pressure to “get big fast,” hypergrowth can spell disaster for even the most promising ventures. • Help Wanted. Rapidly scaling startups need lots of capital and talent, but they can make mistakes that leave them suddenly in short supply of both. • Cascading Miracles. Silicon Valley exhorts entrepreneurs to dream big. But the bigger the vision, the more things that can go wrong. Drawing on fascinating stories of ventures that failed to fulfill their early promise—from a home-furnishings retailer to a concierge dog-walking service, from a dating app to the inventor of a sophisticated social robot, from a fashion brand to a startup deploying a vast network of charging stations for electric vehicles—Eisenmann offers frameworks for detecting when a venture is vulnerable to these patterns, along with a wealth of strategies and tactics for avoiding them. A must-read for founders at any stage of their entrepreneurial journey, Why Startups Fail is not merely a guide to preventing failure but also a roadmap charting the path to startup success.

Book Artificial Intelligence for Business

Download or read book Artificial Intelligence for Business written by Jason L. Anderson and published by John Wiley & Sons. This book was released on 2020-04-09 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence for Business: A Roadmap for Getting Started with AI will provide the reader with an easy to understand roadmap for how to take an organization through the adoption of AI technology. It will first help with the identification of which business problems and opportunities are right for AI and how to prioritize them to maximize the likelihood of success. Specific methodologies are introduced to help with finding critical training data within an organization and how to fill data gaps if they exist. With data in hand, a scoped prototype can be built to limit risk and provide tangible value to the organization as a whole to justify further investment. Finally, a production level AI system can be developed with best practices to ensure quality with not only the application code, but also the AI models. Finally, with this particular AI adoption journey at an end, the authors will show that there is additional value to be gained by iterating on this AI adoption lifecycle and improving other parts of the organization.

Book Digital Entrepreneurship

Download or read book Digital Entrepreneurship written by Mariusz Soltanifar and published by Springer Nature. This book was released on 2020-11-13 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores the global challenges and experiences related to digital entrepreneurial activities, using carefully selected examples from leading companies and economies that shape world business today and tomorrow. Digital entrepreneurship and the companies steering it have an enormous global impact; they promise to transform the business world and change the way we communicate with each other. These companies use digitalization and artificial intelligence to enhance the quality of decisions and augment their business and customer operations. This book demonstrates how cloud services are continuing to evolve; how cryptocurrencies are traded in the banking industry; how platforms are created to commercialize business, and how, taken together, these developments provide new opportunities in the digitalized era. Further, it discusses a wide range of digital factors changing the way businesses operate, including artificial intelligence, chatbots, voice search, augmented and virtual reality, as well as cyber threats and data privacy management. “Digitalization mirrors the Industrial Revolution’s impact. This book provides a complement of perspectives on the opportunities emanating from such a deep seated change in our economy. It is a comprehensive collection of thought leadership mapped into a very useful framework. Scholars, digital entrepreneurs and practitioners will benefit from this timely work.” Gina O’Connor, Professor of Innovation Management at Babson College, USA “This book defines and delineates the requirements for companies to enable their businesses to succeed in a post-COVID19 world. This book deftly examines how to accomplish and achieve digital entrepreneurship by leveraging cloud computing, AI, IoT and other critical technologies. This is truly a unique “must-read” book because it goes beyond theory and provides practical examples.” Charlie Isaacs, CTO of Customer Connection at Salesforce.com, USA "This book provides digital entrepreneurs useful guidance identifying, validating and building their venture. The international authors developed new perspectives on digital entrepreneurship that can support to create impact ventures.” Felix Staeritz, CEO FoundersLane, Member of the World Economic Forum Digital Leaders Board and bestselling author of FightBack, Germany

Book Disciplined Entrepreneurship

Download or read book Disciplined Entrepreneurship written by Bill Aulet and published by John Wiley & Sons. This book was released on 2013-08-12 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: 24 Steps to Success! Disciplined Entrepreneurship will change the way you think about starting a company. Many believe that entrepreneurship cannot be taught, but great entrepreneurs aren’t born with something special – they simply make great products. This book will show you how to create a successful startup through developing an innovative product. It breaks down the necessary processes into an integrated, comprehensive, and proven 24-step framework that any industrious person can learn and apply. You will learn: Why the “F” word – focus – is crucial to a startup’s success Common obstacles that entrepreneurs face – and how to overcome them How to use innovation to stand out in the crowd – it’s not just about technology Whether you’re a first-time or repeat entrepreneur, Disciplined Entrepreneurship gives you the tools you need to improve your odds of making a product people want. Author Bill Aulet is the managing director of the Martin Trust Center for MIT Entrepreneurship as well as a senior lecturer at the MIT Sloan School of Management. For more please visit http://disciplinedentrepreneurship.com/

Book The 10  Entrepreneur

Download or read book The 10 Entrepreneur written by Patrick J. McGinnis and published by Penguin. This book was released on 2016-04-12 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Choosing between the stability of a traditional career and the upside of entrepreneurship? Why not have both? Becoming a full-time entrepreneur can look glamorous from the outside. Who doesn’t want to chase their dreams, be their own boss, and do what they love? But the truth is that entrepreneurship is often a slog, with no regular hours, no job security, and very little pay. What if there was a way to have the stability of a day job with the excitement of a startup? All of the benefits of entrepreneurship with none of the pitfalls? In The 10% Entrepreneur, Patrick McGinnis shows you how, by investing just 10% of your time and resources, you can become an entrepreneur without losing a steady paycheck. McGinnis details a step-by-step plan that takes you from identifying your first entrepreneurial project to figuring out the smartest way to commit resources to it. He shows you how to select and engage in projects that will provide you with upside outside the office while making your better at your day job. He also profiles real-world 10% Entrepreneurs such as... •Luke Holden, a cash-strapped recent college graduate, who started his own lobster-roll empire and oversaw much of its first year of operations, all while working full time in corporate America •Dipali Patwa, a designer and mom whose side project designing and selling infant clothing is now a sensation. •A group of friends who met at a 6am Bible study class and went on to start a brewery that now generates millions in sales . A successful 10% Entrepreneur himself, McGinnis explains the multiple paths you can follow to invest your cash, time, and expertise in a start-up—including as a founder, angel, adviser, or aficionado. Most importantly, you don’t have to have millions in disposable income to become a 10% Entrepreneur. When you put McGinnis’s 10% principles into action, you’ll quickly start racking up small wins, then watch as they snowball into your new (and far more entrepreneurial) life.

Book Artificial Intelligence

Download or read book Artificial Intelligence written by Harvard Business Review and published by HBR Insights. This book was released on 2019 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.

Book Startup Rising

    Book Details:
  • Author : Christopher M. Schroeder
  • Publisher : St. Martin's Press
  • Release : 2013-08-13
  • ISBN : 1137356715
  • Pages : 256 pages

Download or read book Startup Rising written by Christopher M. Schroeder and published by St. Martin's Press. This book was released on 2013-08-13 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Startup Rising presents a surprising look at the surge of entrepreneurship that accompanied the uprisings in the Middle East, and why it's the new best place for Western investment and opportunity. Despite the world's elation at the Arab Spring, shockingly little has changed politically in the Middle East; even frontliners Egypt and Tunisia continue to suffer repression, fixed elections, and bombings, while Syria descends into civil war. But in the midst of it all, a quieter revolution has begun to emerge, one that might ultimately do more to change the face of the region: entrepreneurship. As a seasoned angel investor in emerging markets, Christopher M. Schroeder was curious but skeptical about the future of investing in the Arab world. Travelling to Dubai, Cairo, Amman, Beirut, Istanbul, and even Damascus, he saw thousands of talented, successful, and intrepid entrepreneurs, all willing to face cultural, legal, and societal impediments inherent to their worlds. Equally important, he saw major private equity firms, venture capitalists, and tech companies like Google, Intel, Cisco, Yahoo, LinkedIn, and PayPal making significant bets, despite the uncertainty in the region. With Startup Rising, he marries his own observations with the predictions of these tech giants to offer a surprising and timely look at the second stealth revolution in the Middle East-one that promises to reinvent it as a center of innovation and progress.

Book The Unicorn s Shadow

Download or read book The Unicorn s Shadow written by Ethan Mollick and published by University of Pennsylvania Press. This book was released on 2020-06-23 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing hard data to the way we think about entrepreneurial success, this bold call to action draws on the latest scientific evidence to dispel the most pervasive startup myths and light a path to entrepreneurship for those eclipsed by the hype. When you think of a successful entrepreneur, who comes to mind? Bill Gates? Mark Zuckerberg? Or maybe even Jesse Eisenberg, the man who played Zuckerberg in The Social Network? It may surprise you that most successful founders look very different from Zuckerberg or Gates. In fact, most startup origin stories are very different from the famous "unicorns" that have achieved valuations of over $1 billion, from Facebook to Google to Uber. In The Unicorn's Shadow: Combating the Dangerous Myths that Hold Back Startups, Founders, and Investors, Wharton School professor Ethan Mollick takes us to the forefront of an empirical revolution in entrepreneurship. New data and better research methods have overturned the conventional wisdom behind what a successful founder looks like, how they succeed, and how the startup ecosystem works. Among the issues he examines: Which founders are most likely to succeed?Where do the best startup ideas come from?What's the most foolproof way of securing the funding needed to take a company to the next level?Should your sales pitch really be something out of Hollywood?What's the best way to grow and scale your company and create a thriving culture that won't hinder expansion? Mollick argues that entrepreneurship is too important, both for society and for the individuals who start companies, to be eclipsed by the shadows of unicorns. He shows we can democratize entrepreneurship—but only by following an evidence-based approach that puts to rest the false narratives that surround it.

Book AI for People and Business

Download or read book AI for People and Business written by Alex Castrounis and published by O'Reilly Media. This book was released on 2019-07-05 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you’re an executive, manager, or anyone interested in leveraging AI within your organization, this is your guide. You’ll understand exactly what AI is, learn how to identify AI opportunities, and develop and execute a successful AI vision and strategy. Alex Castrounis, business consultant and former IndyCar engineer and race strategist, examines the value of AI and shows you how to develop an AI vision and strategy that benefits both people and business. AI is exciting, powerful, and game changing—but too many AI initiatives end in failure. With this book, you’ll explore the risks, considerations, trade-offs, and constraints for pursuing an AI initiative. You’ll learn how to create better human experiences and greater business success through winning AI solutions and human-centered products. Use the book’s AIPB Framework to conduct end-to-end, goal-driven innovation and value creation with AI Define a goal-aligned AI vision and strategy for stakeholders, including businesses, customers, and users Leverage AI successfully by focusing on concepts such as scientific innovation and AI readiness and maturity Understand the importance of executive leadership for pursuing AI initiatives "A must read for business executives and managers interested in learning about AI and unlocking its benefits. Alex Castrounis has simplified complex topics so that anyone can begin to leverage AI within their organization." - Dan Park, GM & Director, Uber "Alex Castrounis has been at the forefront of helping organizations understand the promise of AI and leverage its benefits, while avoiding the many pitfalls that can derail success. In this essential book, he shares his expertise with the rest of us." - Dean Wampler, Ph.D., VP, Fast Data Engineering at Lightbend

Book Competing in the Age of AI

Download or read book Competing in the Age of AI written by Marco Iansiti and published by Harvard Business Press. This book was released on 2020-01-07 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: "a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

Book The AI Book

    Book Details:
  • Author : Ivana Bartoletti
  • Publisher : John Wiley & Sons
  • Release : 2020-06-29
  • ISBN : 1119551900
  • Pages : 304 pages

Download or read book The AI Book written by Ivana Bartoletti and published by John Wiley & Sons. This book was released on 2020-06-29 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by prominent thought leaders in the global fintech space, The AI Book aggregates diverse expertise into a single, informative volume and explains what artifical intelligence really means and how it can be used across financial services today. Key industry developments are explained in detail, and critical insights from cutting-edge practitioners offer first-hand information and lessons learned. Coverage includes: · Understanding the AI Portfolio: from machine learning to chatbots, to natural language processing (NLP); a deep dive into the Machine Intelligence Landscape; essentials on core technologies, rethinking enterprise, rethinking industries, rethinking humans; quantum computing and next-generation AI · AI experimentation and embedded usage, and the change in business model, value proposition, organisation, customer and co-worker experiences in today’s Financial Services Industry · The future state of financial services and capital markets – what’s next for the real-world implementation of AITech? · The innovating customer – users are not waiting for the financial services industry to work out how AI can re-shape their sector, profitability and competitiveness · Boardroom issues created and magnified by AI trends, including conduct, regulation & oversight in an algo-driven world, cybersecurity, diversity & inclusion, data privacy, the ‘unbundled corporation’ & the future of work, social responsibility, sustainability, and the new leadership imperatives · Ethical considerations of deploying Al solutions and why explainable Al is so important

Book Artificial Intelligence in Practice

Download or read book Artificial Intelligence in Practice written by Bernard Marr and published by John Wiley & Sons. This book was released on 2019-04-15 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-solutions to real-world business problems Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to solve problems. Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.

Book Out Innovate

    Book Details:
  • Author : Alexandre "Alex" Lazarow
  • Publisher : Harvard Business Press
  • Release : 2020-04-07
  • ISBN : 1633697592
  • Pages : 257 pages

Download or read book Out Innovate written by Alexandre "Alex" Lazarow and published by Harvard Business Press. This book was released on 2020-04-07 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: The new playbook for innovation and startup success is emerging from beyond Silicon Valley--at the "frontier." Startups have changed the world. In the United States, many startups, such as Tesla, Apple, and Amazon, have become household names. The economic value of startups has doubled since 1992 and is projected to double again in the next fifteen years. For decades, the hot center of this phenomenon has been Silicon Valley. This is changing fast. Thanks to technology, startups are now taking root everywhere, from Delhi to Detroit to Nairobi to Sao Paulo. Yet despite this globalization of startup activity, our knowledge of how to build successful startups is still drawn primarily from Silicon Valley. As venture capitalist Alexandre Lazarow shows in this insightful and instructive book, this Silicon Valley "gospel" is due for a refresh--and it comes from what he calls the "frontier," the growing constellation of startup ecosystems, outside of the Valley and other major economic centers, that now stretches across the globe. The frontier is a truly different world where startups often must cope with political or economic instability and lack of infrastructure, and where there might be little or no access to angel investors, venture capitalists, or experienced employee pools. Under such conditions, entrepreneurs must be creators who build industries rather than disruptors who change them because there are few existing businesses to disrupt. The companies they create must be global from birth because local markets are too small. They focus on resiliency and sustainability rather than unicorn-style growth at any cost. With rich and wide-ranging stories of frontier innovators from around the world, Out-Innovate is the new playbook for innovation--wherever it has the potential to happen.

Book All In Startup

Download or read book All In Startup written by Diana Kander and published by John Wiley & Sons. This book was released on 2014-06-30 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: If Owen Chase can't find a way to turn his company around in the next nine days, he'll be forced to shut it down and lay off all of his employees. He has incurred substantial debt and his marriage is on shaky ground. Through pure happenstance, Owen finds himself pondering this problem while advancing steadily as a contestant at the World Series of Poker. His Las Vegas path quickly introduces him to Samantha, a beautiful and mysterious mentor with a revolutionary approach to entrepreneurship. Sam is a fountain of knowledge that may save his company, but her sexual advances might prove too much for Owen's struggling marriage. All In Startup is more than just a novel about eschewing temptation and fighting to save a company. It is a lifeline for entrepreneurs who are thinking about launching a new idea or for those who have already started but can't seem to generate the traction they were expecting. Entrepreneurs who achieve success in the new economy do so using a new "scientific method" of innovation. All In Startup demonstrates why four counterintuitive principles separate successful entrepreneurs from the wanna-preneurs who bounce from idea to idea, unable to generate real revenue. You will likely get only one opportunity in your life to go "all in" in on an idea: to quit your job, talk your spouse into letting you drain the savings account, and follow your dream. All In Startup will prepare you for that "all in" moment and make sure that you push your chips into the middle only when the odds are in your favor. This book holds the keys to significantly de-risking your idea so that your success appears almost lucky. Join Owen and Sam for this one-of-a-kind journey that will set you on the right path for when it's your turn to put everything on the line.

Book Startup Communities

Download or read book Startup Communities written by Brad Feld and published by John Wiley & Sons. This book was released on 2012-09-06 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide to building supportive entrepreneurial communities "Startup communities" are popping up everywhere, from cities like Boulder to Boston and even in countries such as Iceland. These types of entrepreneurial ecosystems are driving innovation and small business energy. Startup Communities documents the buzz, strategy, long-term perspective, and dynamics of building communities of entrepreneurs who can feed off of each other's talent, creativity, and support. Based on more than twenty years of Boulder-based entrepreneur turned-venture capitalist Brad Feld's experience in the field?as well as contributions from other innovative startup communities?this reliable resource skillfully explores what it takes to create an entrepreneurial community in any city, at any time. Along the way, it offers valuable insights into increasing the breadth and depth of the entrepreneurial ecosystem by multiplying connections among entrepreneurs and mentors, improving access to entrepreneurial education, and much more. Details the four critical principles needed to form a sustainable startup community Perfect for entrepreneurs and venture capitalists seeking fresh ideas and new opportunities Written by Brad Feld, a thought-leader in this field who has been an early-stage investor and successful entrepreneur for more than twenty years Engaging and informative, this practical guide not only shows you how startup communities work, but it also shows you how to make them work anywhere in the world.

Book The AI Marketing Canvas

Download or read book The AI Marketing Canvas written by Raj Venkatesan and published by Stanford University Press. This book was released on 2021-05-18 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a direct, actionable plan CMOs can use to map out initiatives that are properly sequenced and designed for success—regardless of where their marketing organization is in the process. The authors pose the following critical questions to marketers: (1) How should modern marketers be thinking about artificial intelligence and machine learning? and (2) How should marketers be developing a strategy and plan to implement AI into their marketing toolkit? The opening chapters provide marketing leaders with an overview of what exactly AI is and how is it different than traditional computer science approaches. Venkatesan and Lecinski, then, propose a best-practice, five-stage framework for implementing what they term the "AI Marketing Canvas." Their approach is based on research and interviews they conducted with leading marketers, and offers many tangible examples of what brands are doing at each stage of the AI Marketing Canvas. By way of guidance, Venkatesan and Lecinski provide examples of brands—including Google, Lyft, Ancestry.com, and Coca-Cola—that have successfully woven AI into their marketing strategies. The book concludes with a discussion of important implications for marketing leaders—for your team and culture.