Smith School of Business At Queen's University

As part of the program advisory board, I work with my fellow board members to ensure that the program is delivering learning that is current, up to date, and relevant to current business needs. Our board provides support and advice to other academic programs, assists in the development of additional content and identifies best practice standards.  We serve as ambassadors to the programs, providing a connection while facilitating the exchange of information and ideas with industry peers and multiple global bluechip companies. 
   
☛ SPECIALTIES: 
Analytics | Leadership | Strategy Executive | Machine Learning | Artificial Intelligence | AI | Digital Supply Chain | MBA | Speaker | Loyalty Program Specialist | Motivational Business Speaker | Future Technology Advocate & Speaker | Digital | Research | Speaker | Keynote Speaker

Advisory Board - Master of Management Analytics & Master of Management Artificial Intelligence

International Institute for Analytics

The International Institute for Analytics (IIA) is the authority on analytics maturity and best practices. Co-founded by Tom Davenport and CEO Jack Phillips, IIA works across a breadth of industries to uncover actionable insights from its network of analytics practitioners, industry experts and faculty.  IIA are the leading source of expertise for companies making the transition to data-driven decision-making and advanced analytics, offering four unbiased, client-oriented services designed to help organizations across the entire analytics lifecycle from ideation, through strategy and planning to operationalization.

IIA's Research and Advisory Network provides clients with access to the largest network of independent analytics expertise, allowing them to apply real practitioner insights against initiatives, projects and problems.

As a Senior Executive and Advisory Associate, I help companies and organizations in North America and Europe improve their bottom-line, building analytic presence, creating pricing, and analytic models through insights and recommendations which support decision making by integrating primary and secondary research and analysis, using multiple data sources and relevant proven methodologies. 

Through planning, analytics research, evaluation and data strategy, I assist in the creation and implementation of yearly strategic plans.  Build and sustain Business Improvement (SBI) and programs, including creating a new performance management strategy for optimum results. 

My goal is to be a trusted partner and to mentor and modernize the overall analytic environment, based on my evaluation of the client's business and technical requirements.  


☛ SPECIALTIES:
Analytics | Leadership | Strategy Executive | Machine Learning | Artificial Intelligence | AI | Digital Supply Chain | MBA | Speaker | Loyalty Program Specialist | Motivational Business Speaker | Future Technology Advocate & Speaker | Digital | Data Science | AML  | Speaker | Keynote Speaker

Faculty & Advisory 

Loblaw Companies Limited

☛ Head of Enterprise Business Information Competency Centre (BICC) @Loblaw,  Canada's largest retail company:

Responsible for enabling revenue growth, operational efficiency & risk avoidance through data innovation, data strategy, data monetization, data governance.

☛ Scope included: Customer Loyalty & Analytics, Digital Channels, Pharmacy & Healthcare, Retail Product & HR data.

Analytics Lead COE, analytics strategy, and drove culture change, executive alignment and adoption, and key technology investments.

☛ Led the creation and development of the inaugural Loblaw Analytics Certificate program, in partnership with Queens University Analytics- to-date, 70+ Loblaw colleagues have completed the program.

☛ SPECIALTIES:
Analytics | Leadership | Strategy Executive | Machine Learning | Artificial Intelligence | AI | Digital Supply Chain | MBA | Speaker | Loyalty Program Specialist | Motivational Business Speaker | Future Technology Advocate & Speaker | Digital | Supply Chain / FP&A | Speaker | Keynote Speaker

Senior Director Finance, Enterprise Business Information Competency Centre  & Loyalty

☛ Led the financial reporting, planning and analysis function for the $1B+ Loblaw Distribution and Supply Chain business

Led the creation of 5-year Financial Plan ensuring division alignment and supported the strategic plan including conducting sensitivity analyses to determine impact of changes to underlying assumptions on annual and strategic plan.

☛ Successful collaboration with Senior Operators across 20+ distribution sites for Warehouse, Transportation, and Replenishment – including external third-party providers.

Presented financial results and forecasts to Senior Management.

☛ Lead the FP&A team in providing financial support of the Total Supply Chain business through detailed, insightful commentary on financial results and forecasts; ensuring the Operations teams and Senior Management are connected to the financial processes and the division's financial performance; achievement of consistent 2-3% forecast accuracy rate.

☛Managed the long-range planning process for the Supply Chain business.

Standardized the financial reporting and forecasting process across the network; resulting in efficiencies with various financial and analytical processes.

Financial lead for network transition projects.

☛ SPECIALTIES:
Analytics | Leadership | Strategy Executive | Machine Learning | Artificial Intelligence | AI | Digital Supply Chain | MBA | Speaker | Loyalty Program Specialist | Motivational Business Speaker | Future Technology Advocate & Speaker | Digital | Supply Chain / FP&A | Speaker | Keynote Speaker

Senior Director FP&A, Supply Chain, Central Analytics, Loblaw Digtial, Customs

Support colleague engagement and development.
 
☛ Consistently achieved team engagement survey scores well above the business’ national average.

Providing members with opportunities and exposure to areas within Supply Chain that are outside their normal scope of duties.

☛ Maintain a strong relationship with all team members, through open and honest communication based on mutual respect.

Several mentoring relationships within the organization; succession planning.

Director,  Financial Planning & Analysis, Supply Chain, E-Commerce, TMS 

Supply Chain Management Inc. (a Division of DHL/Exel)

Exel is a North America 3PL leader, providing customer-focused supply chain solutions, resources and expertise. With a range of solutions that include: consulting, design, integrated information management, e-commerce support, and warehousing and distribution services. With more than 40,000 associates, 80 million square feet of warehouse space and annual revenue of over $4.5 billion, Exel is delivering value across the supply chain for several of the world’s largest and well-known brands

Senior Manager Financial Planning & Analysis

FANUC Robotics

FANUC America Corporation provides the most complete range of industrial automation equipment including robots, CNCs and motion control systems. FANUC’s innovative technologies and proven expertise help manufacturers in the Americas maximize efficiency, reliability and profitability. Markets served include: Aerospace, Agriculture, Assembly, Automation, Automotive, Construction, Education, Energy, Fabricating, Food, General Motion Control, Machine Tool, Material Handling, Material Removal, Medical, Metal Fabrication, Metalforming, Mold & Die and Woodworking.

Advisor

#1 Most Followed Voice in AI Business (1.5M) | Leading AI Entrepreneur & Advisor | Former Amazon, IBM | LinkedIn Top Voice | @alliekmiller on Instagram, X, TikTok

I am a data-driven executive with over 15 years of experience in building and leading analytics programs, creating infrastructure, and leveraging data insights for global organizations. I have a proven track record of delivering value through innovative data strategies, technology projects, and strategic collaborations across multiple industries and domains. 

Currently, I serve as a faculty member and executive consultant at the International Institute for Analytics (IIA), the authority on analytics maturity and best practices. I share my expertise and insights on AI, analytics, and business intelligence with clients, peers, and audiences around the world. I am also a founding advisory board member for the Smith School of Business's award-winning global analytics program, where I help shape the curriculum and mentor the next generation of analytics leaders. My mission is to elevate the industry and transform organizations with data-driven solutions.

In the realm of professionalism, motivation can fluctuate. It's common to seek a boost in confidence at times. Yet, true confidence often derives not from current self-belief but from reflecting on past resilience and adversities overcome. 
 
Consider every challenge faced as evidence of your inherent strength and resilience. These milestones, far from mere memories, lay the groundwork for future success. 
 
Your history of achievements stands as proof of your capabilities. When faced with self-doubt, let your past successes serve as a loud testament to your ability to navigate future uncertainties. 
 
For LinkedIn professionals: it is crucial to document your achievements, no matter how minor they may seem. They act as a testament to your potential, which extends well beyond current challenges. 
 
📷 Janis Ozolins 
 
#data #analytics #artificialintelligence #AI #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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Achille Ettorre, MBA

Advisory Board @ Smith School of Business | Analytics, Leadership, Strategy Executive, Machine Learning | Former Loblaws, Wal Mart, DHL, Fanuc Robotics | TEDx Speaker

I hope you all had a restful long weekend. As we kick off the week, here's your #MotivationMonday boost: 
 
Stepping outside your comfort zone is a true test of resilience; feelings of being overwhelmed are a normal part of the process. In my time at GTA Equipment Rentals, I’ve been faced with new challenges that have pushed the limits of my experience. There were instances where I felt I wasn’t equipped to handle the responsibilities that came with entrepreneurship — the multiple roles and the steep learning curve. 
 
The truth I've discovered is this: growth doesn't equate to instant expertise. It's crucial not to criticize your skills in the early stages of any pursuit. You are capable, and you are making progress simply by making an effort. 
 
This week, we should remember that proficiency is achieved through gradual progress. Stay patient, persevere, and find comfort in knowing that each challenging step leads to new achievements. 
 
I wish everyone a productive week ahead. 
 
#data #analytics #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗘𝗺𝗯𝗿𝗮𝗰𝗶𝗻𝗴 𝘁𝗵𝗲 𝗝𝗼𝘂𝗿𝗻𝗲𝘆: 𝗚𝗿𝗼𝘄𝘁𝗵 𝗧𝗵𝗿𝗼𝘂𝗴𝗵 𝗗𝗶𝘀𝗰𝗼𝗺𝗳𝗼𝗿𝘁 🌟 
 
In the initial stages of my venture with GTA Equipment Rentals, facing a daunting array of challenges, I doubted my capability, feeling overwhelmed by the scale of the task relative to my experience. Despite facing what seemed like insurmountable odds, I have not only persevered but also achieved success. 
 
The truth is, that stepping out of your comfort zone is supposed to be unsettling. It signals the start of growth and learning. Feeling overwhelmed and underqualified is part of the process when pursuing ambitious goals. And beating yourself up for not knowing everything from the get-go only hinders your progress.  
 
Take a moment, breathe, and reconsider your situation. Remind yourself, "I am already doing it." This shift in perspective is powerful—it transforms doubt into determination and fear into fortitude. 
 
What's the most valuable lesson you've learned in moments of uncertainty? I'm eager to hear your stories and insights. 
 
📷 Liz Fosslien 
 
#data #analytics #growthmindset #mondaymotivation #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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Entrepreneurs often fall into the trap of trying to be all things to all people, a surefire path to burnout. In my own experience with GTA Equipment Rentals, I've learned that acknowledging and respecting your multifaceted efforts is critical for well-being. 
 
Consider this: Your work isn't confined to your business; it extends to personal commitments and responsibilities often overlooked in conversations about "work". The mental load of managing finances or caring for loved ones is just as taxing, and it's vital to recognize these duties to ensure you're giving yourself the breaks you truly need. 
 
I've personally found a healthier balance by not considering a day spent away from the office handling taxes or other personal obligations as a "vacation". Instead, these are necessary pauses for maintenance in the same way a rest day is crucial in a workout routine. It prevents strain and sustains long-term endurance. 
 
Remember, you can't be everything to everyone, and that's perfectly okay. Taking genuine time off isn't a luxury; it's a necessity. 
 
📷 Liz Fosslien 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗘𝘅𝗽𝗹𝗼𝗿𝗶𝗻𝗴 𝗔𝘂𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝗗𝗮𝘁𝗮 𝗦𝘁𝗼𝗿𝘆𝘁𝗲𝗹𝗹𝗶𝗻𝗴: 𝗕𝗲𝘆𝗼𝗻𝗱 𝗡𝘂𝗺𝗯𝗲𝗿𝘀 𝘁𝗼 𝗡𝗮𝗿𝗿𝗮𝘁𝗶𝘃𝗲𝘀 🌟 
 
In today's data-focused world, good storytelling is just as important as data analysis. An insightful piece by Brent Dykes for Forbes, titled "The Future of Data Storytelling Is Augmented, Not Automated," resonates with my view on the evolving world of data interpretation and utilization. 
 
While automation streamlines data processing, it is the human touch that elevates numbers into captivating narratives. Augmented data tools, enriching our abilities instead of replacing them, are crucial for providing insights that are not just accurate but also deeply resonate with stakeholders. 
 
By blending human creativity with technological efficiency, we can craft stories that educate, persuade, and motivate. I believe that as we embrace the digital era, augmentation should serve as the pivot to balance our reliance on technology for enhanced storytelling. 
 
Let's discuss shaping the future of data — imagining a world where tools elevate our narratives, ensuring they resonate and drive action. 📈💡 
 
Read the full article here: https://lnkd.in/gVriNGGk 
 
#data #analytics #datastorytelling #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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Open article: The Future Of Data Storytelling Is Augmented, Not Automated by forbes.com • 7 min read

The Future Of Data Storytelling Is Augmented, Not Automated

🌟 𝗔𝗜 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗥𝗼𝗹𝗲𝘀: 𝗕𝗿𝗶𝗱𝗴𝗶𝗻𝗴 𝗘𝘅𝗽𝗲𝗰𝘁𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗥𝗲𝗮𝗹𝗶𝘁𝘆 🌟  
 
Recent discussions in the Technology Executive Council have highlighted the evolving landscape of Artificial Intelligence (AI) leadership roles. A key piece from CNBC underscores the risk of the top AI job becoming more ceremonial than impactful (source: https://lnkd.in/gk-ZN56J). 
 
The core issue centers on the gap between the perceived influence of these roles and their actual decision-making authority. This shift prompts a reassessment of expectations versus reality in the AI leadership domain. 
 
Tech professionals are advised to analyze the organizational dynamics at play in AI ventures, understanding the role limitations and strategic positioning needed to address them. 
 
Advancing in AI requires a deep grasp of both technology and organizational frameworks shaping AI leadership effectiveness. Professionals engaging in AI initiatives should look into the full article for insights and join the conversation on the future of AI leadership. This discussion encourages professionals to explore and discuss AI leadership roles, inviting them to shape the industry's trajectory. 
 
Have you experienced or observed the disparity between the perceived and actual influence of AI leadership roles within your organization? Share your thoughts, experiences, and strategies for navigating these dynamics in the comments below.  
 
#data #analytics #artificialintelligence #AI #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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Open article: https://www.cnbc.com/2024/03/22/the-most-powerful-ai-job-in-the-market-may-be-no-more-than-figurehead.html). by www.cnbc.com

https://www.cnbc.com/2024/03/22/the-most-powerful-ai-job-in-the-market-may-be-no-more-than-figurehead.html).

🌟 𝗘𝘁𝗵𝗶𝗰𝗮𝗹 𝗖𝗼𝗻𝘀𝗶𝗱𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀 𝗶𝗻 𝗔𝗜 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 🌟 
 
AI technologies are rapidly advancing, offering great opportunities but also posing ethical challenges. For instance, Digital AI goes beyond replicating human tasks to performing complex operations surpassing human capabilities. Ethical dilemmas like bias in algorithms, automation's societal impacts, fairness, transparency, job displacement, and privacy concerns are key. 
 
AI and analytics offer opportunities to improve decision-making, customer service, and security within organizations. However, it is crucial to establish a robust ethical framework to guide these advancements. This framework should safeguard human roles, promote transparent and explainable AI processes, and align with global standards for ethical AI practices. 
 
The proposed ethical framework for AI development includes key elements to tackle unique challenges. It involves setting up strong governance structures for AI projects, clarifying accountability and responsibility. Ethical guidelines aligned with international human rights norms are essential, focusing on fairness, transparency, and privacy protection. Regular audits of AI systems mitigate biases and prevent negative societal impacts. Stakeholder engagement is crucial, promoting dialogue among developers, users, and those affected by AI to ensure inclusivity. This framework guides organizations in ethically creating, deploying, and managing AI technologies for positive societal impact. Developing ethical methodologies requires blending data-centric, techno-centric, and mixed-method perspectives that consider organizational context, customer needs, and sustainable policy. 
 
Industry leaders, developers, ethicists, and policymakers must collaborate on an ethical code for AI development and usage. A moral compass should guide AI conduct, fostering a harmonious human-AI relationship. 
 
Share your insights on AI ethics with #EthicalAI to contribute to shaping a responsible technological future. 
 
#data #analytics #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗟𝗲𝘃𝗲𝗿𝗮𝗴𝗶𝗻𝗴 𝘁𝗵𝗲 𝗔𝗜 𝗙𝗹𝘆𝘄𝗵𝗲𝗲𝗹 𝗳𝗼𝗿 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗘𝘅𝗰𝗲𝗹𝗹𝗲𝗻𝗰𝗲 🌟 
 
In an era where artificial intelligence (AI) dictates market leadership, understanding and integrating AI into your business strategy is no longer optional; it's imperative. Adopting AI-driven processes enables businesses to leverage their proprietary data, fostering innovation and ensuring competitive advantage. 
 
𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗻𝗴 𝗔𝗜 𝗶𝗻𝘁𝗼 𝗚𝗧𝗔 𝗘𝗾𝘂𝗶𝗽𝗺𝗲𝗻𝘁 𝗥𝗲𝗻𝘁𝗮𝗹𝘀 
 
At GTA Equipment Rentals, we have successfully integrated AI into our operations, demonstrating substantial improvements in efficiency and customer service. By employing machine learning technology, including Generative AI and Large Language Models, we've optimized our inventory management and predictive maintenance schedules, significantly reducing downtime and operational costs. 
 
𝗞𝗲𝘆 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗳𝗼𝗿 𝗔𝗜 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 
 
👉 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆: Familiarize yourself with the principles of AI, including Generative AI and Large Language Models. This knowledge underpins sound business decisions. 
 
👉 𝗥𝗲𝗰𝗼𝗴𝗻𝗶𝘇𝗲 𝘁𝗵𝗲 𝗔𝗜 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗟𝗶𝗳𝗲𝗰𝘆𝗰𝗹𝗲: The development of AI-enabled products requires a keen understanding of the lifecycle's unique aspects, especially for technologies like Generative AI. 
 
👉 𝗦𝗲𝗰𝘂𝗿𝗲 𝗕𝘂𝘆-𝗶𝗻 𝗮𝗻𝗱 𝗠𝗮𝗻𝗮𝗴𝗲 𝗘𝘅𝗽𝗲𝗰𝘁𝗮𝘁𝗶𝗼𝗻𝘀: Building momentum for AI projects requires securing executive buy-in and managing stakeholders' expectations with a balanced approach, blending optimism with caution. 
 
👉 𝗗𝗲𝗰𝗶𝗱𝗲 𝗕𝗲𝘁𝘄𝗲𝗲𝗻 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗼𝗿 𝗕𝘂𝘆𝗶𝗻𝗴 𝗧𝗮𝗹𝗲𝗻𝘁: Evaluate whether to develop in-house Machine Learning and AI capabilities or to leverage external platforms. This decision will significantly impact your AI integration's success. 
 
By incorporating these best practices into your strategy, you can ensure that AI becomes a core component of your business's DNA, driving growth and innovation in today's technology-driven landscape. Send me a LinkedIn message to start a dialogue on integrating AI into your operations. Together, we can unlock the full potential of artificial intelligence for your business. 
 
#data #analytics #artificialintelligence #AI #generativeAI #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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Ring the 🔔 on my profile 
Follow #achilleai 
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🌟 𝗖𝗼𝗻𝘁𝗶𝗻𝘂𝗼𝘂𝘀 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 & 𝗔𝗱𝗮𝗽𝘁𝗮𝘁𝗶𝗼𝗻 𝗶𝗻 𝗔𝗜 𝗘𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻 🌟 
 
The landscape of AI education is set for a substantial transformation, emphasizing key areas aimed at thoroughly preparing the next generation of AI professionals. This transformative educational strategy concentrates on: 
 
👉 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗮𝗹 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀: Gives students hands-on experience with advanced AI tools to tackle real challenges, boosting their technical skills and understanding of AI's role in positive outcomes across sectors. 
 
👉 𝗜𝗻𝘁𝗲𝗿𝗱𝗶𝘀𝗰𝗶𝗽𝗹𝗶𝗻𝗮𝗿𝘆 𝗦𝘁𝘂𝗱𝗶𝗲𝘀: Emphasizes the importance of combining insights from various fields, like philosophy, sociology, and computer science, to grasp AI's broad societal impacts. This approach helps students appreciate the complexities of AI and its potential to change societal norms. 
 
👉 𝗘𝘁𝗵𝗶𝗰𝗮𝗹 𝗖𝗼𝗻𝘀𝗶𝗱𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Focuses on training that ensures AI decisions benefit humanity, exploring ethical issues in AI technology and promoting a framework for ethical decision-making in AI development and use. 
 
𝗘𝘀𝘀𝗲𝗻𝘁𝗶𝗮𝗹 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀 𝗳𝗼𝗿 𝗘𝗳𝗳𝗲𝗰𝘁𝗶𝘃𝗲 𝗔𝗜 𝗘𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻 
 
👉 𝗣𝗿𝗼𝗷𝗲𝗰𝘁-𝗕𝗮𝘀𝗲𝗱 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴: Encourages students to apply their AI knowledge in solving real challenges across industries. This method promotes practical AI understanding and innovation through projects with real impact. 
 
👉 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗣𝗮𝗿𝘁𝗻𝗲𝗿𝘀𝗵𝗶𝗽𝘀: Establishing alliances with AI industry leaders to give students hands-on experience with advanced AI and its ethical considerations. These partnerships bridge theory and practice. 
 
👉 𝗜𝗻𝘁𝗲𝗿𝗱𝗶𝘀𝗰𝗶𝗽𝗹𝗶𝗻𝗮𝗿𝘆 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻: Promotes teamwork across different fields to address complex AI ethics. This approach fosters comprehensive solutions that consider multiple perspectives. 
 
👉 𝗖𝗮𝘀𝗲 𝗦𝘁𝘂𝗱𝗶𝗲𝘀 𝗼𝗻 𝗦𝗼𝗰𝗶𝗲𝘁𝗮𝗹 𝗜𝗺𝗽𝗮𝗰𝘁: Uses case studies and real scenarios to deepen students' insight into AI's ethical aspects. These examples show AI's potential societal effects, highlighting the importance of responsible AI development. 
 
By embracing these strategies, we can prepare future AI professionals to be not only technically skilled but also ethically minded, ready to lead responsibly in the advancement and application of artificial intelligence. 
 
#data #analytics #artificialintelligence #AI #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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Ring the 🔔 on my profile 
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🌟 𝗧𝗵𝗲 𝗣𝗶𝘃𝗼𝘁𝗮𝗹 𝗥𝗼𝗹𝗲 𝗼𝗳 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗶𝗻 𝗥𝗲𝘀𝗵𝗮𝗽𝗶𝗻𝗴 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀𝗲𝘀 🌟 
 
Generative AI is rapidly becoming a game-changer in the way enterprises operate. By integrating advanced analytics and machine learning models with generative algorithms, businesses can now leverage powerful tools once exclusive to technical experts or data scientists.  
 
This fusion of technology enables companies to automate complex tasks such as content creation, code generation, and even design work. The implications are significant—increasing efficiency, reducing time to market, and driving innovation. 
 
With generative AI, the potential for scalable, personalized solutions is vast. It opens avenues for more dynamic decision-making and offers a competitive edge in today's fast-paced digital landscape. 
 
For organizations contemplating the adoption of generative AI, the path forward involves a strategic evaluation of their current processes and identifying areas ripe for innovation. The deployment of generative AI requires more than just technological readiness; it demands a culture that embraces change, continuous learning, and adaptability. Businesses must consider not only the initial implementation costs but also the long-term investment in keeping these systems at the forefront of technological advancements. 
 
Additionally, navigating the ethical considerations of AI-generated content and ensuring compliance with data privacy regulations remain paramount. Establishing clear guidelines and ethical frameworks will be crucial in maintaining trust and credibility. 
 
The integration of generative AI is not merely about adopting new technology but about transforming business models and operational paradigms. Companies that successfully harness these capabilities can expect not only to streamline operations but also to unlock new opportunities for creativity and growth. 
 
For those who are keen to explore how generative AI can transform your business landscape, or to discuss strategies for its integration and overcoming potential challenges, I encourage you to send me a LinkedIn direct message. Together, we can explore customized solutions that leverage generative AI to foster innovation and growth within your organization. 
 
#data #analytics #artificialintelligence #AI #generativeAI #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗡𝗮𝘃𝗶𝗴𝗮𝘁𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 𝗮𝗻𝗱 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 🌟 
 
Reflecting on my growth in the data and analytics sector and as GTA Equipment Rentals' head, I've identified key missteps that taught me crucial lessons in leadership. Sharing these insights aims to support emerging leaders' development and emphasize the value of learning from mistakes. 
 
1️⃣ Relying too much on Quantitative Data: At the start, I heavily favored quantitative data for decisions, neglecting qualitative insights. This led to overlooking nuances in operations and customer needs. Lesson: Balance is critical. Blend both types of data for informed decisions. 
 
2️⃣ Underestimating Cross-Functional Teams' Impact: Initially, I isolated data from other business areas, hindering holistic strategy development. Integrating insights across functions sparks innovation and holistic problem-solving. Lesson: Promote cross-disciplinary collaboration for diverse expertise. 
 
2️⃣ Neglecting Continuous Learning: Amidst day-to-day operations, I briefly overlooked industry advancements' importance. This stagnation hurt our competitive edge. Lesson: Commit to ongoing learning for relevance and improvement. 
 
3️⃣ Avoiding Vulnerability: Previously, I thought leadership meant having all answers, stifling team innovation. Acknowledging uncertainties and vulnerabilities fosters shared ownership and ideation. Lesson: Authenticity builds trust and creativity in teams. 
 
4️⃣ Neglecting Feedback Loops: Early on, feedback was collected but not acted upon effectively. This hindered optimization opportunities. Constructive criticism fuels growth. Lesson: Implement and value feedback loops for process refinement and service enhancement. 
 
These challenges have shaped my leadership approach in the intricate data and analytics field. I urge peers to share experiences, creating a culture of mutual learning. Your feedback is valued as we navigate this evolving landscape together. 
 
#data #analytics #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗶𝗻𝗴 𝗔𝗱 𝗛𝗼𝗰 𝗥𝗲𝗾𝘂𝗲𝘀𝘁𝘀 𝗶𝗻 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 🌟 
 
Efficiently handling ad hoc requests is crucial for a data team's capacity, morale, and overall productivity. The ability to address these data inquiries effectively can significantly impact the team's performance and job satisfaction. 
 
Here's the structured framework I typically follow to streamline ad hoc request management within the data analysis process: 
 
1️⃣ 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝘆 𝘁𝗵𝗲 𝗽𝘂𝗿𝗽𝗼𝘀𝗲: Begin by assessing if multiple team members are seeking similar data. Consolidating these requests can not only save time but also enhance collaboration and data consistency across the team. 
 
2️⃣ 𝗖𝗹𝗮𝗿𝗶𝗳𝘆 𝘁𝗵𝗲 𝘂𝘀𝗲: Distinguish between 'nice-to-haves' and critical data needs. Prioritizing tasks that directly contribute to immediate business objectives helps focus efforts where they matter most. 
 
3️⃣ 𝗗𝗲𝗳𝗶𝗻𝗲 𝘁𝗵𝗲 𝘁𝗶𝗺𝗲𝗹𝗶𝗻𝗲: Evaluate the urgency of each request. By understanding the time sensitivity, you can allocate resources efficiently, ensuring that non-critical tasks do not disrupt the regular workflow. 
 
By setting these clear parameters, it is common to observe that some requests may lose their urgency or relevance over time. This structured approach serves as a protective shield against the unpredictability of ad hoc tasks, safeguarding your team from unnecessary stress and ensuring a more streamlined data analysis process. 
 
How do you currently manage ad hoc data requests in your data analysis workflow? 
 
#data #analytics #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗧𝗵𝗲 𝗔𝗜-𝗣𝗼𝘄𝗲𝗿𝗲𝗱 𝗥𝗲𝘁𝗮𝗶𝗹 𝗘𝗿𝗮: 𝗛𝗼𝘄 𝗕𝗲𝘀𝘁 𝗕𝘂𝘆 𝗶𝘀 𝗟𝗲𝗮𝗱𝗶𝗻𝗴 𝘁𝗵𝗲 𝗖𝗵𝗮𝗿𝗴𝗲 🌟 
 
Best Buy's innovative approach to enhancing customer experience through generative AI clearly demonstrates the future of retail. Leveraging the power of cutting-edge technology, they have succeeded in refining customer interactions and operational efficiency. 
 
By utilizing Google Cloud's generative AI, Best Buy is not only personalizing shopping experiences but also revolutionizing how consumers receive product assistance and recommendations—resulting in boosted satisfaction and loyalty. 
 
Beyond enhancing customer engagement, generative AI also streamlines inventory management and optimizes supply chain operations. This technology enables predictive analytics to foresee demand patterns, ensuring that stock levels are efficiently managed, thereby reducing overhead costs and improving profit margins. 
 
Best Buy's strategic adoption of generative AI stands as a guiding example for companies seeking to lead in the digital transformation arena. Embracing these technologies goes beyond merely staying in step with industry trends; it's about establishing new benchmarks for operational excellence and enhancing customer satisfaction. 
 
For leaders looking to leverage generative AI, the key lies in understanding its potential impacts across all facets of your business model. From customer interaction to backend operations, the scope for innovation is vast but requires a thoughtful approach to implementation. 
 
Read more about Best Buy’s partnership with Google here: https://lnkd.in/g2M4gevD 
 
Feel free to connect with me to explore how generative AI can be a game-changer for your business. Together, we can chart a pathway towards digital innovation and enhance your competitive edge. 
 
#data #analytics #digitaltransformation #generativeAI #supplychainoptimization #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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Open article: How Best Buy is using generative AI to create better customer experiences by blog.google • 3 min read

How Best Buy is using generative AI to create better customer experiences

🌟 𝗟𝗲𝘃𝗲𝗿𝗮𝗴𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝘆 𝗳𝗼𝗿 𝗩𝗮𝗹𝘂𝗲 𝗖𝗿𝗲𝗮𝘁𝗶𝗼𝗻 🌟 
 
Utilizing a data-driven approach is essential not just for amassing information but also for generating significant value. In various sectors, the strategic use of data leads to: 
 
👉 Enhanced content recommendations on Netflix. 
 
👉 JPMorgan Chase's financial services  
innovation through predictive analytics. 
 
👉 User-focused innovations by Apple. 
 
👉 Samsung's user experience improvements based on consumer usage data. 
 
👉 Tailored shopping journeys at Amazon. 
 
👉 Revolutionary changes in customer relations by Salesforce. 
 
In today’s artificial intelligence landscape, success hinges on the ability to transform data into practical insights, fostering progress and operational effectiveness. 
 
Make data your strategic asset by emphasizing on insights that matter. 
 
#data #analytics #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗘𝗹𝗲𝘃𝗮𝘁𝗶𝗻𝗴 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀 𝘄𝗶𝘁𝗵 𝗔𝗜: 𝗔 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝗜𝗺𝗽𝗲𝗿𝗮𝘁𝗶𝘃𝗲 🌟 
 
In today's rapidly evolving landscape, merely adopting AI isn't enough; mastery and innovative application set the leaders apart. Consider this:  
 
𝘛𝘳𝘢𝘥𝘪𝘵𝘪𝘰𝘯𝘢𝘭 𝘔𝘦𝘵𝘩𝘰𝘥:  
 
👉 A process burdened by manual effort.  
 
👉 Cumbersome documentation and summary creation.  
 
👉 Lengthy and often inefficient meeting preparations.  
 
𝘈𝘐-𝘌𝘯𝘩𝘢𝘯𝘤𝘦𝘥 𝘈𝘱𝘱𝘳𝘰𝘢𝘤𝘩:  
 
👉 Seamless, real-time transcriptions powered by AI.  
 
👉 Immediate, accurate summarizations by ChatGPT.  
 
👉 Effortless conversion of formats and generation of comprehensive action items.  
 
👉 An overhaul in critical thinking, powered by deep AI insights.  
 
The true potential of AI lies not in its ability to replicate tasks but in revolutionizing our approach to creativity and decision-making. The time is now to transcend traditional workflows with AI, crafting roles that prioritize strategic analysis, insight generation, and innovation.  
 
Embrace the AI transformation fully. Lead the change. 
 
#data #analytics #artificialintelligence #AI #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗧𝗵𝗲 𝗘𝘀𝘀𝗲𝗻𝘁𝗶𝗮𝗹𝘀 𝗼𝗳 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝗮𝗹 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝗶𝗻𝗴: 𝗣𝗮𝘃𝗶𝗻𝗴 𝘁𝗵𝗲 𝗪𝗮𝘆 𝗳𝗼𝗿 𝗔𝗜 𝗣𝗿𝗼𝗴𝗿𝗲𝘀𝘀 🌟 
 
Before venturing into ambitious artificial intelligence projects, it is essential for organizations to comprehend and excel in fundamental analytics. 
 
Mastering basic analytical skills is necessary for: 
 
💥 𝗘𝗻𝗵𝗮𝗻𝗰𝗶𝗻𝗴 your supply and distribution chains. 
💥 Performing in-depth analysis of 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝘀 𝗮𝗻𝗱 𝗰𝘂𝘀𝘁𝗼𝗺𝗲𝗿𝘀. 
💥 Conducting 𝗰𝗮𝘂𝘀𝗮𝗹 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵 to improve outcomes. 
💥 Managing 𝗽𝗿𝗶𝗰𝗶𝗻𝗴 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝘀 𝗮𝗻𝗱 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝘂𝗮𝗹 𝗮𝗴𝗿𝗲𝗲𝗺𝗲𝗻𝘁𝘀 efficiently. 
💥 Refining 𝗳𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 𝗳𝗼𝗿 𝘀𝗮𝗹𝗲𝘀 𝗮𝗻𝗱 𝗽𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀. 
💥 Evaluating the 𝗼𝘃𝗲𝗿𝗮𝗹𝗹 𝗰𝗼𝘀𝘁 𝗼𝗳 𝘀𝗲𝗿𝘃𝗶𝗰𝗲 delivery for improved decision-making processes. 
💥 𝗔𝗱𝗷𝘂𝘀𝘁𝗶𝗻𝗴 𝗰𝗮𝗽𝗮𝗰𝗶𝘁𝘆 for optimal demand fulfillment. 
💥 Performing 𝗮𝗻𝗮𝗹𝘆𝘀𝗲𝘀 𝗼𝗻 𝗽𝗿𝗼𝗳𝗶𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆 to pinpoint areas of growth. 
 
The allure of AI often glosses over the necessity for strong analytical skills, fueled by a fear of being left behind, inspired by the significant achievements of leading firms using AI. However, many medium-sized and even some larger companies may not have the technological capacity or the budget for effective AI deployment. 
 
While AI promises future enhancements, launching into it without a robust base in analytics may lead to premature and adverse outcomes. Advancing with a measured approach—establishing a firm analytical base before progressing to more complex AI applications—is crucial. 
 
I'm interested to hear about your organization's experience. Has your organization excelled in foundational analytics? Comment with your thoughts below on the critical role analytics plays in laying the groundwork for successful AI adoption. 
 
#data #analytics #artificialintelligence #AI #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗘𝘅𝗽𝗹𝗼𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗙𝗼𝗿𝗲𝗳𝗿𝗼𝗻𝘁 𝗼𝗳 𝗔𝗜 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻: 𝗔 𝗖𝗹𝗼𝘀𝗲𝗿 𝗟𝗼𝗼𝗸 𝗮𝘁 𝘁𝗵𝗲 𝗙𝗼𝗿𝗯𝗲𝘀 𝗔𝗜 𝟱𝟬 🌟 
 
The "Forbes AI 50" list is out, showcasing the leaders in AI innovation that are reshaping industries. These companies are pioneering breakthroughs in machine learning, natural language processing, and more, setting new standards for technological advancement and practical applications in business. 
To read the full article and explore the detailed insights into each company and their innovations featured in the "Forbes AI 50" list, please visit the following link: https://lnkd.in/g8SJD-XJ 
 
𝗖𝗿𝗶𝘁𝗶𝗰𝗮𝗹 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗜𝗻𝗰𝗹𝘂𝗱𝗲:  
 
👉 Cutting-edge solutions driving efficiencies across finance, healthcare, and technology sectors. 
 
👉 Innovations that promise to enhance how we interact with digital environments, improving both customer experience and operational agility. 
 
Stay tuned as I dive deeper into these businesses in the coming weeks. Their groundbreaking work not only showcases the potential of AI but also sets the stage for future trends in the tech landscape. 
 
Are there any companies on the list that caught your eye? What innovations in AI are you most excited about? 
 
#data #analytics #artificialintelligence #AI #keynote #speaker #consulting #careers #leadership #management 
 
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💥 I am Achille 
🔺 Supporting you and your businesses leveraging data 
🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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🌟 𝗦𝗽𝗼𝘁𝗹𝗶𝗴𝗵𝘁 𝗼𝗻 𝗙𝗼𝗿𝗯𝗲𝘀 𝗔𝗜 𝟱𝟬: 𝗖𝗼𝗵𝗲𝗿𝗲'𝘀 𝗔𝘀𝗰𝗲𝗻𝘀𝗶𝗼𝗻 𝗶𝗻 𝗔𝗜 🌟 
 
In my ongoing series spotlighting Forbes AI 50 list, we turn our attention to Cohere. Co-founded by ex-Google Brain specialists Aidan Gomez, Nick Frosst, and Ivan Zhang, their pioneering work on transformers, which underpin today's advanced language models, has set the stage for significant advancements in the field. 
 
Based in Toronto, Cohere has seen its valuation soar to $2.2 billion after securing $270 million in funding in June 2023. The enterprise's flagship products, Coral and Command-R, target the enhancement of AI-driven communication and data processing for businesses. Cohere's contributions underscore the substantial influence AI innovations can exert on future business practices, illustrating the sector's dynamic growth and the expansive potentials of AI in reshaping corporate ecosystems. The question now is, how will Cohere's and similar technologies shape the operational landscape of businesses in the years to come? 
 
📷 Cohere 
 
#data #analytics #artificialintelligence #AI #innovation #keynote #speaker #consulting #careers #leadership #management 
 
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🔺 Providing advisory, consultancy and keynotes specializing in Retail, Supply Chain & Construction 
 
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