Claudia Manriquez

🤖 Artificial intelligence (#AI) and natural language processing technologies are transforming the #healthcare sector, ensuring a more informed and efficient approach. 🔬 These technologies have great potential in #Pharmacovigilance, allowing for a more #efficient approach to patient safety. Our experts in #PV, Sonia López Sánchez and Laura Eder Azanza, PhD, explore the processes in Pharmacovigilance that are susceptible to #digitalization. 🔍 Learn about the advances in digitalization in Pharmacovigilance and how it is changing the game for patient safety. Check out our latest poster here: https://bit.ly/4eBHVS8 #DigitalizationinPharmacovigilance #RegulatoryAffairs #WeAreAsphalion #WeCare #KnowledgeFromExperience #MeetTheExpert

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The rise of Gen AI has accelerated a new imperative in education for the next generation of company leaders. 🎓  In September 2024, Sciences Po and IE University will launch a joint "Technology and International Affairs" master's program, reflecting the significant evolution in the education of Data and AI over the past years.  This move follows the 2022 decision by emlyon business school, the fourth-ranked French Business School, to introduce a dedicated Master's program that combines theoretical knowledge and practical business cases in data science and artificial intelligence. 📊 While these fields were previously the domain of universities and engineering schools, it is now widely recognized that to be tomorrow's business leader, one must master data to effectively manage complex day-to-day situations. The less access you have to qualified data, the more your decisions will be based on instinct rather than reasoning. The key to AI is data. To predict, answer questions, or provide advice, one must have reliable information to rely on. Clean datasets enable faster decision-making, access to relevant documents, and informed decision-making. On the contrary, if the data is not good or structured enough, AI will not be able to provide adequate support. Once again, data is key. 💡 It's important to note that as our business, engineering schools, and universities embrace this technology, companies must also ensure that they embrace this change. Otherwise, what might happen when these students join our companies? Feel free to DM me if you'd like to discuss these matters further.

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When you commit to designing post-harvest facilities and processes that meet the highest standards and technologies, it is essential to conduct a thorough study of the latest techniques and the most efficient methodologies available, alongside the know-how acquired over the years through empirical knowledge. Drying and processing medicinal cannabis are just as important as production itself; they are key to ensuring a high-quality product. During my experience as Director of Cultivation in North Macedonia in 2022, we implemented a drying area for 600 kg of final product, achieving optimal results. Today, as part of CBD production in Greece, we are about to harvest 10,000 plants for CBD production. We have designed and set up a drying area using truck containers, making the most of available resources to ensure an efficient process, even without a dedicated drying facility. Each situation experienced so far has allowed us to gain valuable expertise in critical processes. At NENUFAR DA FONTE UNIPERSOAL , I have the opportunity to apply this knowledge alongside professionals like Bruno M. , designing and implementing the best practices and infrastructures. Since the early beginning. At FARMAFORUM 2024 , it was a privilege to discuss these matters with Julian Sanchez-Ballesteros Almeida from Paralab Green . The chance to combine experiences and technical capabilities strengthens our commitment to excellence at every stage, from preventing cross-contamination to curing. Special thanks to Pablo Cortés-Alcaide for connecting professionals during the recent #FarmaforumMadrid2024. Let’s do the best design for high tech processing 🚀 #PostHarvest #MedicinalCannabis #CBDProduction #DryingProcess #CannabisIndustry #Cultivation #ExcellenceInAgriculture #Farmaforum2024 #SustainabilityInAgriculture #ProcessOptimization #NenufarDaFonte

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https://lnkd.in/dAnWF3cT CONSIDERATIONS FOR IMPLEMENTING VALUE CREATION IN AI PROJECTS.             Before going ahead with AI-related projects an assessment of the potential value creation would have to be performed to secure monetization, and establish specific questions, as the project advances, at the review phases of control for adjusting issues, continuing ahead, and postponing or killing the project if significant negative changes appear. As AI is a costly and complex tool, some considerations have to be taken into account for its implementation: ·      Build expertise and the right capabilities in data science, management, and platforms. ·      Involve business main cross-functional stakeholders, data scientists, and AI experts in each of the projects by holding hackathons to explore AI’s implications. ·      Consider AI as an R&D investment. ·      Create a historical and real-time scalable data structure. ·      Use AI techniques to analyze data assets and predict and prioritize the processes with a high risk of falling. ·      Take specific projects and assess the potential value creation from the projects taken. ·      Implement the monetization of the above actions of value creation linking them to tangible value creation of generating revenue, reducing costs, and enhancing operations.

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➡️ Are we ready to meet #AI_demand with #AI_supply in Latin America? A recent study by Oxford Insights shows that sorta, maybe, who knows. 🤔 LatAm and the Caribbean ranked 6 out of 9 regions analyzed. But some outliers such as Brazil, Chile, and Uruguay all made it to the top 25% of countries that seem more prepared to build and adopt #AI. The rankings look like this image! ➡️ Advantages to leverage as a local player If you're thinking of exploring AI, use the hurdles to your favor: 🤝 Ace distribution No one knows our own as well as ourselves. Building relationships with local businesses and understanding cultural subtleties isn't super straightforward, which gives us a step up on closing both customers and partners. 📍 Train local data AI models fine-tuned to specific and sometimes under-represented languages and databases can significantly outperform global state-of-the-art models. Your solutions can not only be more niche and adapted to local needs, interfaces can also be customized to resonate more with your user. ⚡Stay close and fast Local players can more quickly adapt their models to suit the cultural nuances and real-time adaptations in workflows. Use immediate feedback to iterate and also build trust and preference among those who may be skeptical of global models' intentions or biases. 🧑‍⚖️ Get bureaucracy on your side You're more familiar with our constantly changing laws and regulations than an outsider will ever be – not just around AI, but every vertical where your applications may be useful in. Believe us, not many gringos want to deal with that. ➡️ Who's making LatAm AI real? We're best buddies with some companies who scoff at these challenges and surf on these advantages. The result? World-class AI from ours truly, LatAm, baby. 😎 🤖 DarwinAI is the AI agent for sales, customer activation and customer support, helping businesses automate 50% of conversations and generate more revenue. https://www.getdarwin.ai/ 🏦 Hyperplane is a platform powered by large language models (LLMs) that helps financial institutions launch personalized experiences for their customers. https://hyperplane.ai/ 💉Clivi Health offers virtual diabetes treatment through personalized plans, regular consultations, and real-time glucose tracking, equipping practitioners with AI tools for enhanced doctor capacity. https://www.clivi.com.mx/ Latitud newsletter: https://lnkd.in/e_bXhTp8 Are you making LatAm AI real as well? Name your company 👇

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Happy Thursday! With #August now here, we’re officially entering the final five months of 2024. It’s a great time to take stock of how the year has been so far and refocus our energies for the rest of the year. 💪✨ As we enter August, let’s consider: #Reflect on #Progress: Take a moment to #celebrate the milestones you've achieved and recognize how far you’ve come. Each step forward is a victory. 🎉 Set Clear #Goals: With five months left, it's a perfect time to set clear, actionable goals. What can you accomplish before the year ends? 📈 Stay Resilient: The road ahead might have its challenges, but maintaining a positive and #resilient mindset will help you move through. Keep pushing forward! 🌈 Strengthen Connections: Now is a great time to reconnect with your #network and build new relationships. #Collaboration and support can lead to exciting new opportunities. 🤝 Let’s make these last five months count and finish the year strong. Here’s to a #productive and #inspiring August! 🌟 What are your goals for the remainder of the year? Share in the comments below! Cheers Shweta Swarnkar #ThoughtfulThursday #AugustGoals #EndOfYear #StayInspired #Networking S4 Solutions Career Breakthrough Network LinkedIn Skill Pages LinkedIn Learning

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Dive into our #TwinTransformationWorkshop to unlock the potential of digitalization and sustainability for your business! 🚀📈

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Are you attending this year’s Sphera Summit Europe, Middle East & Africa in Frankfurt? My team is excited to meet you there! Our procurement and sustainability experts Niklas Heckelt, Luis Miguel Granja, and Spendscape CEO Björn-Uwe Mercker will be on-site at Sphera Summit . Join us at the Spendscape by McKinsey booth in Sphera to explore the latest developments in procurement analytics and discover how generative AI can drive decarbonization and bolster supply chain resilience. 📅 Don’t miss Björn-Uwe Mercker’s panel discussion: 🗓️ Date: 23.10.2024 ⏰ Time: 8:30-9:15 am 💬 Topic: Trends in Supply Chain Management Gain insights into key supply chain trends and advancements, including AI, to optimize and future-proof your operations. We look forward to connecting with you in Frankfurt! #SpheraSummit #Procurement #Sustainability #GenerativeAI #SupplyChain #McKinsey #Decarbonization #Resilience #SpheraSummit hashtag #Spendscape hashtag #procurement hashtag #purchasing hashtag #GenAI hashtag #DigitalProcurement hashtag #SpendAnalytics hashtag #CarbonAnalytics hashtag #CategoryManagement hashtag #ProcurementTech hashtag #ProcurementTechnology hashtag #ProcurementTransformation hashtag

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The Diff-in-Diff checklist (by Pedro Sant'Anna) allows to navigate this very popular model while not getting lost in all the details and literature evolution. What I love the most is step 1. If you want to know more check the fascinating series of post and blog articles by Scott Cunningham on his sub stack (link to the first in the comment). What I like the most about this list is how it starts with incredibly simple but yet powerful tools. The first step is just a simple plot allowing to visualize which entities are not treated, treated and when. Such plot are so fundamental and allow to detect coding issues, data issues and confirm or not what we have in mind with respect to the treatement allocation. And yet, it takes less than a min to do. Rigorous Exploratory Data Analysis is the incredibly valuable and often do not require any fancy code or statistics. "Simplicity is the ultimate sophistication." It might not be sexy, but being very careful with EDA prevent many problems down the line. What's your approach to EDA? ------------------- 🧠I help you go from intuition and correlational analysis to causal analysis, leading to effective data-driven decisions. 🤝Connect with me to learn the causal mindset through my daily posts. 𝐓𝐡𝐢𝐧𝐤 𝐂𝐚𝐮𝐬𝐚𝐥𝐥𝐲, 𝐀𝐜𝐭 𝐖𝐢𝐬𝐞𝐥𝐲 #causalinference #causality #llm #ai #ml #causalai #causalml #statistics #econometrics #datascience #causaldiscovery

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#ASPICE and #SAFe do NOT go together and are NOT compatible! Are you open for an inspiration, if you think this is true? 💡 Exciting News: #ASPICE & #SAFe Synergy Incoming: Today I want to share that I, along with two esteemed colleagues — Kurt Cotoaga and Marc Sund — are collaborating on an innovative initiative to revolutionize two well-known frameworks in the automotive and software development sectors. By merging the strengths of #SAFe (Scaled Agile Framework) and #ASPICE (Automotive Software Process Improvement and Capability dEtermination), we aim to create a hybrid model based on our proven records & experience that enhances #leadership and #quality for transformation projects. Our ultimate goal is to integrate the #agility and #scalability of SAFe with the rigorous process and quality assurance of ASPICE, providing a comprehensive framework that addresses the unique challenges faced in the #Automotive and #Software industries. This synergy will not only streamline project workflows but also ensure superior product quality and faster time-to-market. 🔑 We believe that by combining these powerful methodologies, we can drive significant improvements in project outcomes, fostering innovation and excellence in our fields. 📩 We would love to hear your thoughts and feedback on this endeavor. How do you see the integration of SAFe and ASPICE impacting your projects? What challenges do you anticipate, and what benefits are you most excited about? Join us in this conversation and share your insights! #Automotive #Software #Framework #VModel #SystemRequirements #SystemArchitecture #SoftwareArchitecture #RequirementsEnegineering #Assessment #MaturityModel

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I have stilll in mind your keynote speech at ManCon. One key take away - start thinking - start change.

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👉 Have you ever felt like an impostor in your career?❗️ 🔗Most men will answer no, while women almost always have experienced it. 🌟 This week, I had the privilege and honor of facilitating a workshop at an Asset Management company in Zurich, focusing on this topic with female professionals. 💥 We explored the roots of impostor syndrome and why it affects women more often than men. Additionally, we examined how differences in education and socialization contribute to distinct patterns and habits. For instance, girls are still more involved in household activities than their brothers. 🔹 Early unequal treatments can lead to a lack of self-confidence, impacting our communication and negotiation skills, ultimately resulting in lower career positioning. 👉 That's why it's crucial to be aware and conscious of this issue, to change our trajectory, leave the victim mindset, and take control. As homework, I encouraged my cohort to: ✔️ Identify and reframe negative beliefs ✔️ Recognize what they can and cannot control ✔️ Learn to say “no” more often 🚀 It was a fantastic day, and I look forward to the next session, where we will work on communication and negotiation skills in a mixed group with male professionals!

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A real pleasure to organize the high-level debates on the EP elections and the Future of Europe. Great collaboration work between the Bertelsmann Foundation colleague Tony Silberfeld and Bertelsmann Stiftung colleague Peter Walkenhorst at Espacio Bertelsmann. Some key messages from brilliant keynote speaker Antonio Barroso: "This is the most important European Parliament election in the last 30 years for several reasons: ➡The EU faces the most geopolitical context in recent times. ➡ The EU must tackle complex issues such as how to continue with the Green Transition, pushing for enlargement (an EU with 30+ Member States?) or countering democratic backsliding within the Union; among many others" Great debates with Bernardo Navazo López, Carlota Garcia Encina, PhD, Javier Carbonell Castañer , Gisela Hernández, Elsa Arnaiz Chico, Gonzalo Martín Fernández and Luís Fraile. It was also a great opportunity to use the Forecasting tool called RANGE, developed jointly by the Bertelsmann Foundation and the Bertelsmann Stiftung in collaboration with Creative Labs.

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𝐁𝐢𝐠 𝐧𝐞𝐰𝐬: 𝐎𝐩𝐞𝐧𝐀𝐈 𝐢𝐬 𝐜𝐨𝐦𝐢𝐧𝐠 𝐭𝐨 𝐒𝐰𝐢𝐭𝐳𝐞𝐫𝐥𝐚𝐧𝐝! 🇨🇭 Zurich just became an even bigger magnet for world-class AI talent. With OpenAI’s new office and top engineers from Google DeepMind joining their team, this region is shaping the future of Artificial Intelligence. This isn’t just an office opening. Zurich is becoming the beating heart of Europe’s AI ecosystem, blending cutting-edge research, innovation, and talent. What does this mean for the future of AI in Switzerland? Big opportunities for innovation, collaboration, and growth. Excited to see where this leads! 🚀 #AI #Innovation #Zurich #Leadership #ArtificialIntelligence

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Our PwC Strategy& report with over #200 AI-enabled use cases estimate that pharma companies which leverage AI across their organizations could potentially double their operating profit by 2030 🚀

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𝐖𝐎𝐖! 🤩 Excited that our study on 𝐃𝐢𝐠𝐢𝐭𝐚𝐥 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐌𝐨𝐝𝐞𝐥 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 is ranked among the 𝐓𝐨𝐩 𝟓 most cited publications in Entrepreneurship Theory and Practice (VHB: A, AJG: 4). 🌟🎊 Utilizing extensive quantitative data from German firms, this study is the first in a Financial Times 𝟓𝟎 𝐥𝐢𝐬𝐭 journal to explain the relationship between 𝐨𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩 and 𝐝𝐢𝐠𝐢𝐭𝐚𝐥 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧. We're thrilled to be ranked in the 𝐓𝐨𝐩 𝟓 among the 𝐦𝐨𝐬𝐭 𝐜𝐢𝐭𝐞𝐝 ETP articles over the 𝐩𝐚𝐬𝐭 𝐭𝐡𝐫𝐞𝐞 𝐲𝐞𝐚𝐫𝐬. A huge shoutout to my outstanding co-authors Ivan Miroshnychenko, Dr. Nadine Kammerlander, and Alfredo De Massis! 🙌 Our 𝐤𝐞𝐲 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 include... 🔍 ⚙️ A positive relationship between 𝐟𝐚𝐦𝐢𝐥𝐲 𝐢𝐧𝐟𝐥𝐮𝐞𝐧𝐜𝐞 and 𝐝𝐢𝐠𝐢𝐭𝐚𝐥 𝐁𝐌𝐈, challenging the so far pessimistic views on discontinuous innovation in family-influenced firms. 💡 This relationship is mediated by 𝐝𝐲𝐧𝐚𝐦𝐢𝐜 𝐜𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬, especially in 𝘬𝘯𝘰𝘸𝘭𝘦𝘥𝘨𝘦 𝘮𝘢𝘯𝘢𝘨𝘦𝘮𝘦𝘯𝘵, 𝘳𝘪𝘴𝘬 𝘮𝘢𝘯𝘢𝘨𝘦𝘮𝘦𝘯𝘵, and 𝘮𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘤𝘢𝘱𝘢𝘣𝘪𝘭𝘪𝘵𝘪𝘦𝘴. 🚀 Notably, the positive impact of family influence on dynamic capabilities is weakened rather than strengthened by 𝐞𝐧𝐯𝐢𝐫𝐨𝐧𝐦𝐞𝐧𝐭𝐚𝐥 𝐝𝐲𝐧𝐚𝐦𝐢𝐬𝐦. #digitalBMI #businessmodelinnovation #digitalinnovation #innovation #digitaltransformation #research #familybusiness #familyinfluence #dynamiccapabilities

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An Exciting Session is Coming Up! 🎉 As part of the PMI Germany Chapter e.V. lecture series organized by @PMI Germany Chapter Local Group Darmstadt, I am excited to moderate an upcoming event featuring 𝗔𝗻𝘁𝗼𝗻𝗶𝗼 𝗡𝗶𝗲𝘁𝗼-𝗥𝗼𝗱𝗿𝗶𝗴𝘂𝗲𝘇, a world-renowned leader in project management. This session holds special significance for me, as for many, my 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 journey began and continues to grow along Antonio's teachings. Now, I have the opportunity and honor to moderate his session on this transformative topic. I am privileged to moderate his session on this transformative topic. In this session, Antonio will explore 𝗛𝘆𝗯𝗿𝗶𝗱 𝗠𝗼𝗱𝗲𝗹𝘀, 𝗔𝗜, and the evolving role of the 𝗖𝗵𝗶𝗲𝗳 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗢𝗳𝗳𝗶𝗰𝗲𝗿 (𝗖𝗣𝗢)—three areas that are reshaping the future of project management. Here’s what you can expect to learn: • How 𝗔𝗜 and 𝗛𝘆𝗯𝗿𝗶𝗱 𝗠𝗼𝗱𝗲𝗹𝘀 are revolutionizing project management. • What does the role of the 𝗖𝗵𝗶𝗲𝗳 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗢𝗳𝗳𝗶𝗰𝗲𝗿 (𝗖𝗣𝗢) mean for future business success? • Actionable insights to navigate projects in an 𝗔𝗜-𝗱𝗿𝗶𝘃𝗲𝗻 𝘄𝗼𝗿𝗹𝗱. 𝗔𝗻𝘁𝗼𝗻𝗶𝗼 𝗡𝗶𝗲𝘁𝗼-𝗥𝗼𝗱𝗿𝗶𝗴𝘂𝗲𝘇 is a globally recognized project management leader, ranked among the 𝗧𝗵𝗶𝗻𝗸𝗲𝗿𝘀𝟱𝟬 for his impact on modern management. He authored the 𝗛𝗮𝗿𝘃𝗮𝗿𝗱 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗥𝗲𝘃𝗶𝗲𝘄 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗛𝗮𝗻𝗱𝗯𝗼𝗼𝗸 and the article "𝗧𝗵𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗘𝗰𝗼𝗻𝗼𝗺𝘆 𝗛𝗮𝘀 𝗔𝗿𝗿𝗶𝘃𝗲𝗱," which positions projects as essential to business strategy. Antonio has advised leaders at companies like 𝗚𝗼𝗼𝗴𝗹𝗲, 𝗡𝗲𝘀𝘁𝗹𝗲, and 𝗟'𝗢𝗿𝗲𝗮𝗹 on strategic initiatives and transformational change. A former 𝗚𝗹𝗼𝗯𝗮𝗹 𝗖𝗵𝗮𝗶𝗿𝗺𝗮𝗻 𝗼𝗳 𝗣𝗠𝗜, Antonio co-creator of the 𝗕𝗿𝗶𝗴𝗵𝘁𝗹𝗶𝗻𝗲 𝗜𝗻𝗶𝘁𝗶𝗮𝘁𝗶𝘃𝗲 and the 𝗔𝗜-𝗗𝗿𝗶𝘃𝗲𝗻 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗿 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻. With over 600 keynotes, including 𝗧𝗘𝗗𝘅 and the 𝗘𝘂𝗿𝗼𝗽𝗲𝗮𝗻 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗦𝘂𝗺𝗺𝗶𝘁, he’s one of the most sought-after speakers in project management. 📅 Mark your calendars: 🗓️ October 22, 2024 🕕 18:00 CET 💻 Teams (online event) Link: https://lnkd.in/d7fuXXc5 This event is perfect for seasoned project managers and those just starting their journey. Whether navigating the complexities of AI or looking to future-proof your project management skills, you don’t want to miss this opportunity! Looking forward to seeing you all there! 🥳 For any questions, we are here for you, Team Local Group Darmstadt: Thomas Walenta 🇩🇪 Elena Petrevska 🇲🇰 Florian ADRIEN 🇫🇷 Toufic Habli 🇱🇧 Mohammad Rezaie 🇦🇫 Maria Rôbè #pmigc #pmigermanychapter #ai #cpo #hybrid #freeevent #pdu #webinar #projectmanagement #pmi #community #leadership #gestiondeprojet #career #careerpath #projectmanager #onlineclasses #trending #virtual #event #globalspeaker #linkedin #PMP

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"From the individual scale to the national scale, the space sector can be a model for strategic foresight with global visibility and impact." Last week, Kaori Becerril and I had the honor of presenting our paper on "Futures Thinking: A mindset for driving entrepreneurship and innovation in New Space" at the International Astronautical Federation's annual congress. To support our hypothesis on the importance of futures thinking in the space sector, we engaged with key experts in the field. A big thank you to Kara Cunzeman, Lee Steinke, Miki Sode, Frank W. Spencer IV, Yvette Montero Salvatico, and Tamira Vámosi-Snell for their valuable contributions to our paper. While our paper only scratches the surface, it sheds light on the "why" behind the crucial work these individuals are doing, and the many possible approaches that individuals and organizations can take. We hope this paper brings more awareness to the importance and effectiveness of futures thinking by space businesses in progressing the space economy towards a preferred future shared by all. Shout out to TFSX and Institute for the Future for training people like Kaori and I to extend strategic foresight into diverse fields around the world. #spaceeconomy #strategicforesight #futuresthinking #newspace #IAC2024

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Imagine a future where GDP in Latin America increases by 50%. It's not so far-fetched: the region could grow up to 3.5% annually by 2030, resulting in a gain of over $1,000 per capita and $1 trillion in total. The key catalyst for this growth could be the expansion of the workforce, which accounts for 75% of the region's recent growth. Our region is on the threshold of a new era that could soon trigger sustainable and inclusive growth for all Latin Americans. It is time to work towards reforms that allow us to seize this moment, establish a competitive environment, spread productivity gains, and drive digital transformation. In this report by McKinsey & Company, I share revealing data about the great opportunity we have in the region to regain our status as a growing region, which requires the collective effort of all of us. 🚀📈 https://lnkd.in/eqJ4rPnG #InclusiveGrowth #ProsperousLatinAmerica #BusinessTransformation

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