Machine Learning - eBook (EN)

Step-by-step guide for startup founders - 2024

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INTRODUCTION Forging ahead When deployed with the right strategy, generative artificial intelligence (AI) has the potential to change the anatomy of work. By streamlining work activities that absorb 60–70 percent of employee time, startups can improve productivity down to the individual worker. 1 This can fast track product innovation, increase agility, streamline processes, boost revenue, and allow for better, faster decision making. The lack of a single universally accepted playbook for generative AI success is keeping some founders on the sidelines, unsure of how to take the next (or even the first) step on the AI journey. By democratizing generative AI, Amazon Web Services (AWS) is helping startups at any stage overcome barriers to adoption and forge ahead with confidence. This eBook outlines a proven path—from taking the first step to measuring results—with insights from AWS best practices and its experience helping thousands of customers, including leading startups like yours, realize their own initiatives. 1 "The economic potential of generative AI: The next productivity frontier," McKinsey Digital, June 2023 The impact of generative AI on productivity could add trillions of dollars in value to the global economy, increasing the effect of all AI by 15%–40% 1 Generative AI could add $2.6 TRILLION to $4.4 TRILLION in economic benefits annually 2

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