July Insights: Discover GenAI case studies, famous failures and thought leadership pieces
Welcome to our July Newsletter!
This month, we're excited to share groundbreaking insights on how generative AI shapes the future across various sectors. Dive into our latest articles to understand the black box problem and discover innovative solutions for AI transparency. Learn from the famous AI failures to avoid common pitfalls and see how GenAI is revolutionising 1-to-1 personalisation for unparalleled customer experiences. Lastly, explore case studies highlighting GenAI's transformative impact on manufacturing, retail, and real estate.
Don’t miss out—check out our downloadable resources for more in-depth insights and tools to help you navigate the evolving AI landscape.
Lessons Learnt: Famous AI Failures and What They Teach Us
Examining past AI project failures provides valuable lessons for future implementations. This article discusses notable failures, such as Amazon’s biased hiring tool and Zillow’s market missteps, emphasising the importance of quality data, clear objectives, and continuous learning. Understanding these failures helps organisations avoid similar pitfalls and achieve successful AI deployments.
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Case Studies: How GenAI is revolutionising manufacturing, retail, and real estate
Discover how GenAI is driving innovation across various industries. From Toyota’s integration of GenAI in design processes to Siemens’ predictive maintenance solutions, this article showcases real-world applications in manufacturing, retail, and real estate which demonstrate how GenAI enhances efficiency, customer satisfaction, and operational excellence.
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The Black Box Problem: Tackling the explainability challenge in GenAI
Understanding how GenAI models make decisions is crucial for transparency and trust. This article explores various methods to enhance AI explainability, including interpretable model design, explainable AI techniques like LIME and SHAP, and human-in-the-loop approaches. Addressing these challenges helps mitigate ethical and social implications, making AI systems more secure and trustworthy.
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Harnessing Generative AI for 1-to-1 Personalization at Scale
Generative AI is transforming personalisation by dynamically creating tailored content for individual customers. This article highlights how GenAI analyses vast customer data to generate unique and relevant interactions, enhancing customer satisfaction and loyalty. Learn how businesses can leverage GenAI to provide highly personalised experiences that go beyond traditional rule-based systems.
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Featured resources
Don't miss out on our exclusive generative AI resources, designed to guide business leaders through every step of GenAI adoption. Our comprehensive toolkit includes a 70+ page GenAI guide, an editable business case template, and an interactive checklist—everything you need to integrate GenAI into your operations successfully!