
5 myths holding back GenAI in the workplace
Here’s what leaders need to unlearn to scale AI across their organizations. ...
by Julia Binder, José Parra Moyano Published February 10, 2025 in Brain Circuits • 3 min read
By automating data collection and processing, AI can simplify compliance with complex regulatory demands. Use technologies like web scraping, natural language processing, and computer vision to streamline the extraction of data from diverse sources, such as websites, documents, and media, and automate the integration of this data, readying it for analysis.
AI helps you address challenges relating to data quality and standardization by automating the validation and harmonization of data across various sources. This ensures more accurate and consistent sustainability reporting, facilitating easier comparability and greater transparency.
Equip your teams with AI tools to enhance data analysis and visualization. AI offers powerful analytics capabilities that transform data into meaningful insights via machine learning, statistical analysis, and optimization techniques. This will help you uncover patterns and provide actionable recommendations for deeper sustainability improvements and better resource allocation.
Use generative AI to tailor content to resonate with different audiences and boost the impact of sustainability messages. AI-driven data visualization and natural language generation tools will help you to present sustainability data in clear and engaging ways, enhancing reporting and communication with stakeholders.
Providing your teams with AI tools can help optimize resource allocation and improve the quality of your sustainability reporting.
Professor of Sustainable innovation and Business Transformation at IMD
Julia Binder, Professor of Sustainable Innovation and Business Transformation, is a renowned thought leader recognized on the 2022 Thinkers50 Radar list for her work at the intersection of sustainability and innovation. As Director of IMD’s Center for Sustainable and Inclusive Business, Binder is dedicated to leveraging IMD’s diverse expertise on sustainability topics to guide business leaders in discovering innovative solutions to contemporary challenges. At IMD, Binder serves as Program Director for Creating Value in the Circular Economy and teaches in key open programs including the Advanced Management Program (AMP), Transition to Business Leadership (TBL), TransformTech (TT), and Leading Sustainable Business Transformation (LSBT). She is involved in the school’s EMBA and MBA programs, and contributes to IMD’s custom programs, crafting transformative learning journeys for clients globally.
Professor of Digital Strategy
José Parra Moyano is Professor of Digital Strategy. He focuses on the management and economics of data and privacy and how firms can create sustainable value in the digital economy. An award-winning teacher, he also founded his own successful startup, was appointed to the World Economic Forum’s Global Shapers Community of young people driving change, and was named on the Forbes ‘30 under 30’ list of outstanding young entrepreneurs in Switzerland. At IMD, he teaches in a variety of programs, such as the MBA and Strategic Finance programs, on the topic of AI, strategy, and Innovation.
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