AI Transformation for Food and Beverage Sector (PepsiCo) via Logical AI Collaborative Innovation
AI graph is credited to Midjourney.

AI Transformation for Food and Beverage Sector (PepsiCo) via Logical AI Collaborative Innovation

With the rapid development of generative artificial intelligence (AI) technologies, especially with the rise of services like OpenAI's ChatGPT, Microsoft's Bing, and Google's Bard, various industries are at a crucial stage of AI transformation. Amidst the swiftly evolving landscape and broad application of AI technology, businesses are becoming acutely aware of AI's strategic significance.

In this series of studies on AI transformation, I logically collaborate with AI agent and delve into the AI transformation strategies of the top 10 industries in the United States, focusing on select representative companies. This deep dive aims to uncover and analyze the nuanced approaches these leading industries are adopting to integrate AI into their operations and strategies, highlighting how AI is reshaping the business world. Previous articles have addressed the AI transformation strategies of Amazon in the Technology sector, Johnson & Johnson in the Healthcare sector, JPMorgan Chase in Financial Services, ExxonMobil in Energy sector, Walmart in Retail sector, General Motors in Automotive sector, Boeing in Aerospace and Defense, and Disney in Entertainment and Media.

This article highlights PepsiCo’s pep+ strategy for leveraging generative AI and cloud services on four strategic directions covering Positive Agriculture Enhancement, Positive Value Chain Development, Positive Choices Proliferation, and Technological Integration and Community Engagement by utilizing the three-step intuitive AI problem-solving approach and Minto Pyramid model.

Firstly, PepsiCo should harness generative AI and IoT technologies to enhance sustainable agricultural practices, employing predictive analytics and precision farming. Secondly, the company is encouraged to apply AI-driven solutions to optimize its supply chain and innovate in eco-friendly packaging and health-conscious product offerings. Thirdly, PepsiCo should focus on proliferating positive consumer choices, leveraging AI for sustainable product development and effective marketing strategies. Lastly, it is crucial for PepsiCo to integrate technology for community engagement and emphasize employee training in sustainability, thereby fostering a more sustainable, efficient, and impactful operation in alignment with its pep+ strategy.

Implementing these recommendations will assist PepsiCo in effectively using generative AI and cloud services to advance its pep+ strategy. This approach not only focuses on sustainability and innovation but also ensures efficient operations and a positive impact on the planet and people.

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# US Top 10 Industries

Below is a collaboration I had with AI to discover the US Top 10 industries with top three companies for each industry.

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AI Prompt:

?Can you tell me the top 10 industries of the United States and the top three companies of each industry?

ChatGPT:

I can provide you with information about the top 10 industries in the United States, as of my last knowledge update in January 2022, but I cannot provide real-time data or the specific top three companies in each industry, as that information may change over time. However, I can give you a general idea of some of the leading companies in these industries as of my last update.

Here are the top 10 industries in the United States:

  1. Technology: This industry includes companies involved in software development, hardware manufacturing, and internet services. Leading companies in this sector include Apple, Microsoft, and Amazon.
  2. Healthcare: The healthcare industry includes pharmaceutical companies, healthcare providers, and medical equipment manufacturers. Some of the prominent companies in this sector are Johnson & Johnson, Pfizer, and UnitedHealth Group.
  3. Financial Services: This industry encompasses banks, insurance companies, and financial institutions. Key players include JPMorgan Chase, Berkshire Hathaway, and Visa.
  4. Energy: The energy industry involves oil and gas companies, renewable energy firms, and utilities. Major companies in this sector include ExxonMobil, Chevron, and NextEra Energy.
  5. Retail: Retail companies sell consumer goods through various channels. Leading retail companies in the U.S. include Walmart, Amazon, and Costco.
  6. Automotive: This industry includes automobile manufacturers and related companies. Prominent companies in this sector are General Motors, Ford, and Tesla.
  7. Aerospace and Defense: Aerospace and defense companies produce aircraft, weapons, and related technology. Boeing, Lockheed Martin, and Northrop Grumman are significant players in this industry.
  8. Entertainment and Media: This industry includes companies involved in film, television, music, and digital media. Notable companies include The Walt Disney?Company, Comcast, and Netflix.
  9. Food and Beverage: This industry covers food producers, beverage companies, and restaurant chains. Leading companies include PepsiCo, Coca-Cola, and McDonald's.
  10. Pharmaceuticals: Pharmaceutical companies research, develop, and manufacture drugs and medications. Some of the major companies in this sector are Merck & Co., Inc., AbbVie, and Gilead Sciences.

Please note that the rankings and specific companies in each industry may be different based on each AI agent.

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Let’s continue with the study of AI Transformation strategy for PepsiCo from the Food and Beverage sector.

# PepsiCo AI Transformation Strategies

Let me start with AI collaboration to get the first grasp of PepsiCo.

AI Prompt:

Please tell me a company brief, the bullet points with title of highlights and business challenges of PepsiCo as the leading Food and Beverage company under 300 words.

ChatGPT:

PepsiCo is a global food and beverage leader with a product portfolio including 22 brands that generate more than $1 billion each in annual retail sales. Their main businesses – Quaker, Tropicana, Gatorade, Frito-Lay, and Pepsi-Cola – make hundreds of enjoyable foods and beverages that are loved throughout the world. PepsiCo is a pioneer in the industry, committed to providing a wide range of food and beverage choices for consumers, and seeks to create more smiles with every sip and every bite.

Highlights of PepsiCo

Diverse Portfolio

  • Wide Range of Products: PepsiCo's portfolio includes 22 iconic brands, each generating over $1 billion annually, showcasing its market dominance and consumer appeal.
  • Key Segments: The company's main segments - Quaker, Tropicana, Gatorade, Frito-Lay, and Pepsi-Cola - encompass a variety of foods and beverages, catering to diverse tastes globally.
  • Consumer Preference: The success of these brands reflects PepsiCo's deep understanding of consumer preferences across different regions and demographics.

Innovation Leader

  • Ongoing Product Development: PepsiCo consistently invests in research and development, leading to regular introductions of new products and variations of existing ones.
  • Trend Responsiveness: The company’s innovation strategy is keenly tuned to consumer trends, such as low-calorie options and organic ingredients, keeping them at the forefront of market changes.

Global Reach

  • Extensive Distribution Network: PepsiCo's products are available worldwide, supported by a sophisticated distribution system that includes manufacturing sites, distribution centers, and retail partnerships.
  • Strategic Marketing: Their global marketing campaigns are adept at resonating with local cultures while maintaining a cohesive global brand image.

Sustainability Efforts

  • Environmental Stewardship: PepsiCo is committed to reducing its carbon footprint, water usage, and waste production, aligning with global sustainability goals.
  • Social Responsibility: The company also focuses on social initiatives, including community development and responsible sourcing practices.

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Business Challenges for PepsiCo

Health Trends

  • Shifting Consumer Preferences: With an increasing focus on health and wellness, PepsiCo is challenged to reformulate existing products and introduce healthier alternatives without compromising on taste.
  • Market Perception: Balancing its product line to include more health-conscious options while maintaining its traditional product range is a delicate task.

Supply Chain Complexity

  • Global Logistics: Managing a global supply chain involves navigating geopolitical issues, currency fluctuations, and varying transportation infrastructures.
  • Quality and Cost Management: Ensuring high-quality standards while controlling costs in such a complex system is an ongoing challenge.

Competition

  • Market Saturation: In a saturated market, PepsiCo must continually innovate to stay ahead of both global giants and emerging local competitors.
  • Brand Differentiation: Differentiating its brands in a crowded marketplace is crucial for retaining consumer loyalty and market share.

Regulatory Environment

  • Compliance Across Borders: Complying with diverse international regulations regarding food safety, labeling, and advertising is a complex and resource-intensive process.
  • Adapting to Policy Changes: Rapid changes in policies, especially concerning health and environmental standards, require PepsiCo to be agile and proactive in compliance strategies.

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In summary, PepsiCo's commitment to innovation keeps it at the forefront of changing consumer preferences, evident in its continuous product development and responsiveness to health trends. With an extensive global distribution network and strategic marketing initiatives, PepsiCo ensures its products resonate with local cultures while maintaining a cohesive global brand image. Additionally, the company places a strong emphasis on sustainability, actively working to reduce its environmental impact and foster social responsibility initiatives. However, PepsiCo faces significant challenges, including adapting to health-conscious consumer trends, managing a complex global supply chain, navigating fierce competition in a saturated market, and complying with diverse international regulations. These factors are crucial in shaping PepsiCo's strategies and operations in the ever-evolving food and beverage landscape.

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Having a basic understanding of PepsiCo, I continue to dig deeper into planning details. I use a three-step intuitive AI problem-solving approach (the Minto Pyramid model) as follows.

Figure 1: Intuitive AI Problem-Solving Approach – Minto Pyramid Model.


1. Intuitive Experience Decomposition - For AI Transformation of PepsiCo in Food and Beverage Sector

  • 2-4 Items and Others: PepsiCo is a global food and beverage leader with a product portfolio including 22 brands that generate more than $1 billion each in annual retail sales. PepsiCo is a pioneer in the industry, committed to providing a wide range of food and beverage choices for consumers, and seeks to create more smiles with every sip and every bite. Guiding PepsiCo is our vision that captures PepsiCo’s competitive spirit, intense focus, and shared values: to Be the Global Leader in Beverages and Convenient Foods by Winning with PepsiCo Positive (pep+). pep+ is our strategic end-to-end transformation that puts sustainability and human capital at the center of how we will create value and growth by operating within planetary boundaries and inspiring positive change for planet and people. I use those three main pillars for positive agriculture, positive value chain, and positive choices as the recommended items based on functionalities without changing its order.

Figure 2: Decomposing into three items (Positive Agriculture Enhancement, Positive Value Chain Development, and Positive Choices Proliferation) and others.


Minto Pyramid SCQA Narrative Flow:

  • Scenario: PepsiCo is a global food and beverage leader with a product portfolio including 22 brands that generate more than $1 billion each in annual retail sales. PepsiCo is a pioneer in the industry, committed to providing a wide range of food and beverage choices for consumers, and seeks to create more smiles with every sip and every bite (information including company website introduction, planning, and financial reports).
  • Complication: Guiding PepsiCo is our vision that captures PepsiCo’s competitive spirit, intense focus, and shared values: to Be the Global Leader in Beverages and Convenient Foods by Winning with PepsiCo Positive (pep+). pep+ is our strategic end-to-end transformation that puts sustainability and human capital at the center of how we will create value and growth by operating within planetary boundaries and inspiring positive change for planet and people.
  • Question: How can PepsiCo as the leader in the Food and Beverage sector lean in generative AI and cloud services for making pep+ flourishing including Positive Agriculture, Positive Value Chain, and Positive Choices? Please consider from 3 aspects including Positive Agriculture Enhancement, Positive Value Chain Development, and Positive Choices Proliferation. Also, suggest any other directions that could be considered.
  • Answer: Please provide an AI collaborative response.

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2. AI Interaction and Collaboration - For AI Transformation of PepsiCo in Food and Beverage Sector

  • First Step Content: PepsiCo is a global food and beverage leader with a product portfolio including 22 brands that generate more than $1 billion each in annual retail sales. PepsiCo is a pioneer in the industry, committed to providing a wide range of food and beverage choices for consumers, and seeks to create more smiles with every sip and every bite (information including company website introduction, planning, and financial reports). Guiding PepsiCo is our vision that captures PepsiCo’s competitive spirit, intense focus, and shared values: to Be the Global Leader in Beverages and Convenient Foods by Winning with PepsiCo Positive (pep+). pep+ is our strategic end-to-end transformation that puts sustainability and human capital at the center of how we will create value and growth by operating within planetary boundaries and inspiring positive change for planet and people. How can PepsiCo as the leader in the Food and Beverage sector lean in generative AI and cloud services for making pep+ flourishing including Positive Agriculture, Positive Value Chain, and Positive Choices? Please consider from 3 aspects including Positive Agriculture Enhancement, Positive Value Chain Development, and Positive Choices Proliferation. Also, suggest any other directions that could be considered.
  • Required Output Format: Use the specified Minto Pyramid structure to answer the question (for the format explanation, please refer to the prior article, AI Transformation Excellence for Semiconductor Industry via Logical AI Collaborative Innovation , and reference book).

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Here comes with AI collaborative responses (GPT4.0) for PepsiCo AI Transformation.

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AI Prompt:

PepsiCo is a global food and beverage leader with a product portfolio including 22 brands that generate more than $1 billion each in annual retail sales. PepsiCo is a pioneer in the industry, committed to providing a wide range of food and beverage choices for consumers, and seeks to create more smiles with every sip and every bite (information including company website introduction, planning, and financial reports). Guiding PepsiCo is our vision that captures PepsiCo’s competitive spirit, intense focus, and shared values: to Be the Global Leader in Beverages and Convenient Foods by Winning with PepsiCo Positive (pep+). pep+ is our strategic end-to-end transformation that puts sustainability and human capital at the center of how we will create value and growth by operating within planetary boundaries and inspiring positive change for planet and people. How can PepsiCo as the leader in the Food and Beverage sector lean in generative AI and cloud services for making pep+ flourishing including Positive Agriculture, Positive Value Chain, and Positive Choices? Please consider from 3 aspects including Positive Agriculture Enhancement, Positive Value Chain Development, and Positive Choices Proliferation. Also, suggest any other directions that could be considered. Use the Minto pyramid framework specified above to answer the question.

ChatGPT:

PepsiCo's Strategy for Enhancing pep+ Using Generative AI and Cloud Services.

?Pyramid Tier 1 - Primary Goal 1: Positive Agriculture Enhancement

Advanced Analytics for Sustainable Farming

  • Predictive Modeling: Utilizing AI for climate, soil, and crop data analysis to optimize farming practices.
  • Precision Agriculture: Implementing AI tools for precision farming to enhance crop yield.
  • Farmer Support Systems: Developing AI platforms for real-time farmer advice and support.

Automation and IoT Integration

  • Automated Farming Equipment: Using AI and IoT for smart farming equipment to increase efficiency.
  • Sensor-Based Monitoring: Implementing sensors for real-time crop and soil monitoring.
  • Data-Driven Decisions: Employing cloud platforms for agricultural data analysis.

Sustainable Resource Management

  • Water Usage Optimization: Applying AI models to optimize irrigation and reduce water consumption.
  • Energy Efficiency: Utilizing AI to monitor and improve energy use in agricultural processes.
  • Waste Reduction Strategies: Implementing AI systems to minimize waste production and promote recycling in farming operations.

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Pyramid Tier 1 - Primary Goal 2: Positive Value Chain Development

Supply Chain Optimization

  • Predictive Supply Chain Analytics: Using AI for demand forecasting and inventory management.
  • Transportation Logistics: Applying AI to optimize delivery routes for lower emissions.
  • Supplier Collaboration Platforms: Creating cloud platforms for supplier sustainability tracking.

Eco-Friendly Packaging Solutions

  • Material Innovation: Using AI for sustainable packaging material research.
  • Lifecycle Analysis: Implementing AI for environmental impact analysis of packaging.
  • Consumer Engagement: Leveraging cloud services for recycling and sustainability education.

Energy and Emission Management

  • Carbon Footprint Tracking: Using AI to monitor and reduce the carbon footprint across the value chain.
  • Renewable Energy Transition: Employing AI to optimize the integration of renewable energy sources.
  • Emission Reduction Initiatives: Implementing AI-driven strategies to identify and mitigate emissions in manufacturing and logistics.

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Pyramid Tier 1 - Primary Goal 3: Positive Choices Proliferation

Consumer Health Analytics

  • Personalized Nutrition: Developing AI tools for tailored nutrition recommendations.
  • Health Trend Analysis: Using AI to identify and adapt to health trends in product offerings.
  • Educational Platforms: Creating cloud platforms for consumer health education.

Sustainable Product Development

  • AI in R&D: Employing AI for developing sustainable food and beverage options.
  • Market Analysis: Utilizing AI to understand sustainable product demands.
  • Consumer Feedback Analysis: Analyzing consumer feedback with AI for product improvement.

Brand and Marketing Innovation

  • AI-Driven Marketing Strategies: Using AI to develop effective, sustainable marketing campaigns.
  • Consumer Engagement Analysis: Leveraging AI to understand and enhance consumer engagement with sustainable choices.
  • Brand Positioning for Sustainability: Employing AI to position PepsiCo brands as leaders in sustainability.

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Pyramid Tier 1 - Other Suggested Goal: Technological Integration and Community Engagement

Tech-Enabled Community Initiatives

  • Community Platforms: Developing platforms for community sustainability engagement.
  • Local Impact Analysis: Using AI to assess local environmental and social impacts.
  • Collaborative Projects: Promoting community involvement in sustainability via technology.

Employee Training and Development

  • Digital Learning Platforms: Implementing cloud systems for employee sustainability education.
  • AI in HR: Using AI for talent management and skill gap identification.
  • Employee Innovation Programs: Encouraging employee-led sustainability innovation.

Sustainability Data Transparency

  • Public Reporting Platforms: Creating cloud-based systems for transparent sustainability reporting.
  • Stakeholder Engagement Tools: Utilizing AI to analyze and respond to stakeholder concerns on sustainability.
  • Impact Measurement: Employing AI for accurate measurement and reporting of sustainability efforts.?

By incorporating these comprehensive strategies, PepsiCo can effectively utilize generative AI and cloud services to bolster its pep+ initiative. This approach will enhance agricultural practices, develop a more sustainable value chain, proliferate positive choices, and foster technological integration and community engagement, reinforcing PepsiCo's position as a leader in sustainable food and beverage production.

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3. Logically Reassembling Proposal into 3-layer Pyramid - For AI Transformation of PepsiCo in Food and Beverage Sector

  • Determining the Main Logic Line of Pyramid: Based on the collaborative answers provided by AI, I will follow the original AI hierarchical classification method of functions without reordering. As for other aspects suggested by AI, I will incorporate them into the category of "Technological Integration and Community Engagement" as suggested by AI and an important part of future planning and implementation.
  • Solution Suggestion in 3-Layer Minto Pyramid Structure: Based on the above reorganization analysis, we can derive the following three-layer pyramid scheme with four priority aspects.

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The following outlines the AI Transformation Strategy for PepsiCo using the Minto Pyramid from the four priority aspects:

Figure 3: Three-Layer Minto Solution Pyramid – PepsiCo as the leader in the Food and Beverage sector to lean in generative AI and cloud services for making pep+ flourishing. Consider from 4 aspects including Positive Agriculture Enhancement, Positive Value Chain Development, Positive Choices Proliferation, and Technological Integration and Community Engagement.

PepsiCo can leverage generative AI and cloud services in four key directions to enhance its pep+ positioning:

  • Enhance Positive Agriculture: It is recommended that PepsiCo leverages AI for predictive analytics and precision agriculture to optimize sustainable farming practices. The company should integrate automation and IoT for efficient resource use and make data-driven decisions in agriculture. Focusing on sustainable resource management, especially in water usage optimization, energy efficiency, and waste reduction, will significantly enhance agricultural sustainability.
  • Develop a Positive Value Chain: PepsiCo is advised to apply AI to further optimize its supply chain. This can include the use of predictive analytics for demand forecasting and the improvement of transportation logistics. Innovating eco-friendly packaging solutions through AI-driven material research and lifecycle analysis is also recommended. Additionally, managing energy and emissions within the value chain through AI for carbon footprint tracking and renewable energy integration will bolster PepsiCo’s sustainability efforts.
  • Proliferate Positive Choices: It would be beneficial for PepsiCo to develop consumer health analytics tools for personalized nutrition and to adapt products in response to health trends. Focusing on sustainable product development with the aid of AI in research and development, market analysis, and consumer feedback is crucial. Innovating brand and marketing strategies using AI to enhance consumer engagement with sustainable choices will also help in positioning PepsiCo as a leader in sustainability.
  • Integrate Technology and Engage Communities: PepsiCo should consider creating tech-enabled community initiatives for enhanced sustainability engagement and local impact analysis. Investing in employee training and development, especially through digital learning platforms and AI in HR, is crucial for skill development in sustainability. Enhancing sustainability data transparency through public reporting platforms, stakeholder engagement tools, and accurate impact measurement will also play a key role in PepsiCo's success in this area.

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In summary, this article highlights PepsiCo’s pep+ strategy for leveraging generative AI and cloud services on four strategic directions covering Positive Agriculture Enhancement, Positive Value Chain Development, Positive Choices Proliferation, and Technological Integration and Community Engagement by utilizing the three-step intuitive AI problem-solving approach and Minto Pyramid model.

Firstly, PepsiCo should harness generative AI and IoT technologies to enhance sustainable agricultural practices, employing predictive analytics and precision farming. Secondly, the company is encouraged to apply AI-driven solutions to optimize its supply chain and innovate in eco-friendly packaging and health-conscious product offerings. Thirdly, PepsiCo should focus on proliferating positive consumer choices, leveraging AI for sustainable product development and effective marketing strategies. Lastly, it is crucial for PepsiCo to integrate technology for community engagement and emphasize employee training in sustainability, thereby fostering a more sustainable, efficient, and impactful operation in alignment with its pep+ strategy.

Implementing these recommendations will assist PepsiCo in effectively using generative AI and cloud services to advance its pep+ strategy. This approach not only focuses on sustainability and innovation but also ensures efficient operations and a positive impact on the planet and people.

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For further details, please refer to the Amazon publication of “AI Power: Logical and Collaborative Innovation ”.

#AIPower #LogicalandCollaborativeInnovation #GenerativeAI #MintoPyramid #LogicalThinking #ArtificialIntelligence #AI #BusinessInnovationProcess #AITransformation #AICoE

#Food #Beverage #PepsiCo

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# Prior AI Power Newsletter Articles on Industry AI Transformation

In the previously published nine articles, AI transformation strategies for four categories were studied. Readers interested in these topics can refer to the following articles:

AI Transformation for US Top 10 Industries with Selected Companies:

  1. AI Transformation for Technology Sector (Amazon) via Logical AI Collaborative Innovation
  2. AI Transformation for Healthcare Sector (Johnson & Johnson) via Logical AI Collaborative Innovation
  3. AI Transformation for Financial Services (JPMorgan Chase) via Logical AI Collaborative Innovation
  4. AI Transformation for Energy Sector (ExxonMobil) via Logical AI Collaborative Innovation
  5. AI Transformation for Retail Sector (Walmart) via Logical AI Collaborative Innovation
  6. AI Transformation for Automotive Sector (General Motors) via Logical AI Collaborative Innovation
  7. AI Transformation for Aerospace and Defense Sector (Boeing) via Logical AI Collaborative Innovation
  8. AI Transformation for Entertainment and Media Sector (Disney) via Logical AI Collaborative Innovation

AI Transformation in Semiconductor Manufacturing Industry:

AI Transformation in Heavy Manufacturing Industry:

AI Transformation in Finance and Insurance Industry:

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Mohamed-Ali Said

Leitender Konstrukteur, entwickelt fortschrittliche, pr?zise und qualitativ hochwertige Elektromechanische L?sungen in der Automotive-Branche.

9 个月

Excited to see PepsiCo leveraging generative AI and cloud services to drive sustainability and innovation! ???? #AI #Innovation

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Mohammed Lubbad ??

Senior Data Scientist | IBM Certified Data Scientist | AI Researcher | Chief Technology Officer | Deep Learning & Machine Learning Expert | Public Speaker | Help businesses cut off costs up to 50%

9 个月

Impressive strategy! Looking forward to seeing the positive impact of your AI-driven approach. ???? #AIPower

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Asen Ivanov

Strategic Partnerships | Games Lover | Dual US & Europe Citizenship | Athlete | Motivational Speaker

9 个月

Great insights into PepsiCo's pep+ strategy! Excited to see how AI and cloud services will drive sustainability and innovation. ????

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Sheikh Shabnam

Producing end-to-end Explainer & Product Demo Videos || Storytelling & Strategic Planner

9 个月

Impressive strategy, looking forward to seeing the positive impact! ?? #AIPower

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