India's Biggest AI Summit

October 11-13, 2023

The Cypher 2023 will highlight the new innovations that will drive the world’s next wave of change, balancing these breakthroughs against a world that has grown more skeptical about the benefits of the data revolution.

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2023 Schedule

We are in the process of finalizing the schedule. Please check back this space again.

Expect more than 100 speakers to speak at Cypher 2023

To explore speaking opportunities with Cypher, write to info@analyticsindiamag.com

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  • Day 1 Hall 1

    Oct 11, 2023

  • The energy sector is undergoing a significant transformation as the world shifts towards cleaner and more sustainable sources of power. Shell is at the forefront of this change, leveraging Artificial Intelligence (AI) to optimize operations, reduce emissions, and enhance efficiency across its global operations. Shell’s collaboration with AI start-ups, partners and vendors enables the company to harness AI’s potential in analyzing vast amounts of operational data & patterns resulting in maximized energy output and reduced operational costs. Shell utilizes AI-powered predictive maintenance to identify potential equipment failures before they occur, minimizing downtime and increasing the overall efficiency of energy production as well as contributing to a more reliable energy supply. In addition to optimizing existing energy infrastructure, Shell is investing in AI-driven research to develop innovative low-carbon technologies. Machine learning algorithms are being used to accelerate the discovery of new materials for energy storage, such as advanced batteries, and enhance the efficiency of carbon capture and storage processes. Shell is exploring AI’s potential to effectively integrate distributed energy resources, like electric vehicles and home solar systems, into a flexible and resilient grid. With over 100 AI applications in development, Shell is now focusing on building Gen AI based solutions to enhance business processes through text summarization, knowledge management, search, Q&A, and synthetic data generation etc. By embracing AI’s wide potential, Shell is driving innovation, improving efficiency, and contributing to a more sustainable energy future for all.
    Hall 1: Visionary Insights

  • AI is changing all domains of social life and may exceed human ability within our lifetimes. AI systems such as LLM-based chatbots are no longer seen as technological "tools" but as having mental faculties such as reason, agency, and even sentience. In this talk, I will discuss the dynamics and implications of the rise of digital minds—whether actual or merely perceived through anthropomorphism—including philosophical work on the nature of digital minds and empirical research on how humans understand and interact with advanced AI systems.
    Hall 1: Visionary Insights

  • The pervasiveness of GenAI has triggered a groundswell moment across industries and is highly impacting enterprise operations. But to harness its full ROI,GenAI alone is not enough. It demands a solid data foundation, amplified by a tailored accelerator ecosystem. This powerful trio – GenAI, robust data infrastructure, and theright accelerator suite – positions businesses to scale at an unmatched pace, fuel continuous innovation, and tap into unparalleled business value.
    Hall 1: Visionary Insights

  • In this panel discussion, we will delve into the transformative effects of artificial intelligence on industries, workforce dynamics, and job roles. We will explore both the positive and negative implications of AI adoption, with a focus on understanding how AI is reshaping the future of work. Through real-world examples and expert insights, we aim to uncover the opportunities, challenges, and strategies for individuals, organizations, and policymakers as they navigate the evolving landscape of AI-driven industries. Join us as we examine the profound changes and potential solutions that will shape the way we work and thrive in the era of AI.
    Hall 1: Visionary Insights

  • A lot has been spoken and discussed about Gen AI and ChatGPT. Let's take a peek into the preparations underway within some of the large organizations as they gear up and transform themselves for the upcoming AI revolution
    Hall 1: Visionary Insights

  • Artificial Intelligence (AI) is revolutionizing the way we experience life, work, and business. With ongoing advancements, AI is quickly becoming the preferred solution for businesses across industries. Learn with us as we delve deep to understand the integration of Generative AI into the business landscape. The looming wave of Gen AI has implications that are far-reaching and transformative, making it crucial for businesses to prepare adequately for this unprecedented shift. Join us at the session to gain insights into the maturity framework that can maximize the potential of Gen AI in your organization, and learn how businesses can navigate through various stages of Gen AI adoption.
    Hall 1: Visionary Insights

  • Day 1 Hall 2

    Oct 11, 2023

  • Introduction and Context set (Govind): Govind will provide a welcome address, introduce himself and the organization, and share his vision of creating a world-class analytics team in Chennai, India. He will discuss the journey from a small team to its current size, highlighting lessons learned along the way. Gen AI and applications in Pharma (Gopinath): Gopinath will discuss the rapid scaling of AI models and how they align with the enterprise's extensive data. He will delve into topics related to AI in medical science. A brief idea on real time project he has worked on using GenAI. Pharma Analytics (Dinesh Ramu): Dinesh Ramu will emphasize the importance of business acumen in analytics, process excellence in scaling solutions, and the alignment of business values with data and pharma analytics specialty. Future of Tech (Shobana): This segment will focus on the future of technology and its role in shaping the pharmaceutical industry. Speakers will discuss the significance of AI and analytics in driving innovation, improving patient outcomes, and addressing challenges in the evolving pharma landscape Q&A: The event will conclude with a Q&A session lasting around 10 minutes.
    Hall 2: Solution Spotlights

  • This session will explore multidimensional facets of climate risk in financial services, including both physical and transition risks. Topics addressed include access to and use of climate scenarios, corporate credit stress test modeling, and mortgage stress test modeling, among others. The presentation will also delve into model risk considerations. Additionally, insights on ESG analytics and reporting will also be covered.
    Hall 2: Solution Spotlights

  • Supply chain and logistics are integral to almost every business. Though these are very serious matters, they are worth considering from a game perspective. A supply chain has a lot in common with a typical game. There are goals to meet and rules to abide by. There are other players, like suppliers and competitors, and several dice rolls - accounting for the market, natural, and geopolitical uncertainties. Over the past decade, AI technology has significantly advanced, allowing machines to learn and compete against humans in games such as Chess and Go at a grandmaster level. Recently, there have been publications showcasing AI systems that can learn and play strategy games with incomplete information, like Stratego and Diplomacy. Can supply chain and logistics professionals model their problems as games and get inspired by game-playing AI to develop their supply chain strategies? I will share how even a very simple supply chain and logistics problem can be turned into a game and how a player can develop a solid strategy by playing the game several times in a simulated environment.
    Hall 2: Solution Spotlights

  • The fintech sector stands at the cusp of a transformative era, with generative AI models playing a pivotal role. These models, with their profound capabilities, are not only enhancing user interactions but also redefining the boundaries of what's possible. The realm of software code generation is witnessing a paradigm shift, where the intricate lines of code are no longer the sole domain of seasoned programmers. Instead, a future beckons where domain experts can craft software solutions, transcending traditional barriers. Beyond the realm of code, the advancements in content creation, spanning from text to image, audio, and video, are reshaping the industry's dynamics, offering a richer, more immersive experience. However, with great power comes great responsibility. The vast capabilities of generative AI also bring forth significant challenges. The security implications, ethical considerations, and the potential for misuse necessitate a balanced approach. It's imperative to harness the potential of generative AI while ensuring safety, reliability, and ethical considerations are at the forefront.
    Hall 2: Solution Spotlights

  • In today's fast-paced digital landscape, businesses are constantly seeking innovative ways to enhance customer experience and drive conversational commerce. ChatGPT, a powerful AI language model developed by OpenAI, has emerged as a game-changing tool to achieve these objectives. This talk explores the myriad applications and benefits of integrating ChatGPT into customer interactions and commerce strategies to deliver an unparalleled customer experience.
    Hall 2: Solution Spotlights

  • Day 1 Hall 3

    Oct 11, 2023

  • Amidst the impact of large language models, the fundamental drive to enhance search engines has shifted notably, transitioning from token-based searches to semantic searches. Embeddings are central to this transformation, which play a crucial role in contextualizing searches and facilitating text generation through few-shot transfer.
    Hall 3: Tech Deep Dives

  • In today's fast-paced and complex world, effective problem solving is an invaluable skill. Back to basics, this talk begins with an emphasis on not missing the forest for the trees and establishes “solving profound problems” as one of our core objectives. With an understanding of the broad spectrum of purposes and then focusing on business problems, we will delve into the “how” part and explore the dynamic synergies between human intelligence and AI for inventing new-age solutions. From this foundational understanding, we will transition into the world of AI applications in the banking industry. Venturing deeper, we will dive into recognizing the remarkable combination of cognitive and creative prowess of Generative AI. Navigating the profound waters of this transformative technology, we will unveil some of our key strategic frameworks for efficiently and responsibly adopting Generative AI to solve real business problems. Join us for an immersive journey into the boundless depths of Generative AI, where creativity, innovation, and imagination converge, promising to reshape industries, redefine human-machine collaboration, and open a world of new possibilities.
    Hall 3: Tech Deep Dives

  • The quest for efficient well location optimization in resource extraction industries has led to the integration of advanced techniques to maximize resource recovery while minimizing operational costs and environmental impact.This work explores the application of Bayesian optimization as a powerful strategy for achieving these objectives in well placement decisions. The foundation of Bayesian optimization lies in its ability to effectively handle uncertainty and balance exploration and exploitation. This approach proves particularly advantageous in the context of well location optimization, where geological complexities, subsurface heterogeneity, and inherent uncertainties pose challenges to traditional optimization methods. In this talk, we will try to share our learnings from integrating Bayesian Optimizer with Well Location Optimizer in simple scenario. We will also cover operational performance challenges we received and our approach to overcome those challenges.
    Hall 3: Tech Deep Dives

  • Day 2 Hall 1

    Oct 12, 2023

  • AI adds a new layer of innovation in healthcare with newer solutions for patients and clinicians both. It will also make the current systems a lot more efficient, this session will offer a peak into possibilities for healthcare with AI.
    Hall 1: Visionary Insights

  • Generative AI has become the focal point of interest and captivated the attention of business leaders worldwide. What was once a mere subject of discussion has now evolved into a strategic consideration for enterprises. Nonetheless, several organizations are currently grappling with the challenge of translating this concept into practical applications. In this session, we will present tangible real-world illustrations that bear direct relevance to your organization. We will delve into the multifaceted impact on business operations, associated risk factors, diverse technological architectural options, requisite adaptations in data workflows, and the crucial aspect of maintaining data privacy. The executive boards and leadership teams are understandably keen on gaining a comprehensive understanding of these facets before endorsing the transition from pilot initiatives to full-scale production. By the conclusion of this session, you will acquire a profound grasp of the foundational elements requisite for the successful integration of Generative AI across your enterprise. Together, we will collectively assess the advantages and potential pitfalls, thereby contributing to a more nuanced and informed perspective on the transformative potential of this technology.
    Hall 1: Visionary Insights

  • Artificial intelligence (AI) is being seen as a game-changing technology in the modern era of science and engineering. It is believed that AI is going to play a very big role in shaping the future of the energy industry. The use of such science and data-driven digital solution in the energy industry is pervasive, especially in seismic processing, predictive maintenance, operational optimization, high-frequency trading, reservoir simulation, and computational chemistry just to name a few. These areas reside at the intersection of physics/chemistry, data science, applied mathematics & computer science. All the problems in those domains are very challenging to solve on their own and it needs attention from experts from cross-discipline and often can be viewed as a fusion of data and computing challenge! The most important question remains, how do we make use of modern-day digital technologies to solve such challenging industrial problems in a faster, smarter, and more robust way? In this talk, I will paint the connection between gaining "insights from data", "the art of scientific computing" and "software engineering" with the intention to trigger some thought about - who is responsible to make the “road to scalable AI” smooth? Is this data or science, or is this an engineering challenge on its own?
    Hall 1: Visionary Insights

  • Diving into the fascinating blend of art and AI. See how AI is changing the way creativity works in the industry. The panel will talk about how AI affects how art is made, the problems it might bring, and how it's helping creativity grow. Join us to find out how technology and art are coming together, and what that means for the future.
    Hall 1: Visionary Insights

  • Day 2 Hall 2

    Oct 12, 2023

  • Imagine a realm where the digital replicas of reality offer us a new lens through which we can craft strategies, anticipate outcomes, and navigate uncertainties. Through simulation, we transform uncertainty into foresight, risk into opportunity, and complexity into clarity. By integrating the power of simulation into our strategic capacity planning, we unlock a realm of possibilities that can revolutionize the way we approach production capacity. This talk will delve into an application of simulation to supplement the strategic capacity-building process, delving into how simulation can give a new perspective on the way aircraft production facilities approach capacity planning. This journey of strategic simulation is not just about understanding what lies ahead—it's about exploring, experimenting, and shaping the future before it unfolds. When we combine strategy simulation with scenario planning, a canvas emerges where we can paint the outcomes of our decisions even before we commit to a particular path. By exploring advanced modelling techniques, integrating real-time data, leveraging optimization algorithms, incorporating virtual and augmented reality, employing machine learning and artificial intelligence, fostering collaboration, and addressing sustainability considerations, the effectiveness and applicability of simulation for strategic planning can be greatly enhanced, leading to improved decision-making and performance in the aircraft production industry.
    Hall 2: Solution Spotlights

  • Discuss strategies for individuals to future-proof their careers in light of automation and AI advancements, including acquiring in-demand skills, embracing lifelong learning, and adapting to evolving job requirements.
    Hall 2: Solution Spotlights

  • Industry 5.0 signifies the evolution of manufacturing by seamlessly integrating human expertise with advanced technologies like AI and robotics. Its role in sustainable manufacturing is paramount, as it emphasizes a harmonious coexistence between innovation and environmental responsibility. By optimizing resource utilization, reducing waste, and prioritizing ethical production, Industry 5.0 paves the way for a future where industry growth and ecological balance go hand in hand.
    Hall 2: Solution Spotlights

  • AI is poised to revolutionize the future of work by automating routine tasks, enabling smarter decision-making through data analysis, and enhancing productivity. It will require a shift towards upskilling and adapting to new roles that complement AI capabilities, emphasizing human-AI collaboration. While AI can streamline operations and increase efficiency, ethical concerns and workforce displacement must be addressed to ensure a balanced integration into the workplace of the future.
    Hall 2: Solution Spotlights

  • One of McKinsey's reports reveals that approximately 75% of the potential value offered by generative AI use cases is distributed across four key areas: Customer Operations, Marketing & Sales, Software Engineering, and R&D. Additionally, a study conducted by Gartner indicates that around 45% of AI initiatives are focused on Service & Business Continuity, whereas roughly 43% centre on Revenue Growth & Cost Optimization. This implies that while the impact of Generative AI spans various industries, there exists an equally significant opportunity for different functions within organisations to accelerate their adoption of Generative AI solutions. This shift necessitates a change in both belief systems and organisational culture. As leaders, it's important to ask ourselves if we are adequately prepared for this transformation. Where should we begin? Should we outline a roadmap, identify pain points, or seize potential opportunities to guide our investment efforts? Moreover, are there any early indicators that can substantiate the rationale for these investments?
    Hall 2: Solution Spotlights

  • In this discussion, we'll delve into the use of AI to cultivate a more dynamic and efficient work environment. Explore how AI technologies are enhancing productivity, fostering innovation, and creating a workplace where employees thrive.
    Hall 2: Solution Spotlights

  • Scaling the data maturity of large scale organizations can be a herculean task – upskilling business users to interpret and consume data has been a key challenge. Gen AI is fast emerging as a potential solution to bridge this gap. However, like all double edged swords, as business users come up the curve, the role of data and analytics teams is set to change shape. Can Gen AI be the critical enabler?
    Hall 2: Solution Spotlights

  • The session will deliberate on the potential opportunities of AI and also potential nuances/threats, in a way to provoke the audience to think through broader implications and be a force for good
    Hall 2: Solution Spotlights

  • Day 2 Hall 3

    Oct 12, 2023

  • The internet is flooded with examples of the impressive capabilities of chatbots like ChatGPT, but it can be difficult to know exactly what they can and can't do as it changes every year (or every month!). In this workshop, we will briefly present some of the tests that computer scientists use to track AI capabilities. Participants will work with each other in pairs to limit-test chatbots or other AI systems with "prompt engineering." One person will come up with a challenging task, and the other will be a "prompt engineer" who tries to accomplish that task with a clever use of prompting. We will conclude with a brainstorming session for new chatbot applications based on what we learn.
    Hall 3: Tech Deep Dives

  • The session aims to provide an in-depth look at RAG (Retrieval-Augmented Generation) by exploring its architecture and functionality. This interactive 1-hour demo will allow participants to engage hands-on by logging into their AWS accounts (or a temporary account provided by speaker) and constructing a basic RAG architecture from the ground up. Participants will be able to deploy the application at the end of session live on a web server and ask questions about any available in S3 bucket. Participants will also be able to test that the model doesn't hallucinate when prompted to reveal outside information which is a major requirement for Enterprises.
    Hall 3: Tech Deep Dives

  • Most of us are using LLMs and some of us are getting to the point where LLMs are going to production. Honeymoon phase is going to get over soon and practical realities like cost & maintainability are going to become mainstream. However, the cost of running LLMs is not well understood or often not put in perspective. This talk will give the audience some great insights into running LLMs for their usecases. Are you aware that same task can take either $3500 to do with one model or $1,260,000 with another? This does come at the cost of difference in performance, but it leaves a lot of room in the middle for thinking about what the tradeoff between cost and performance is? You'll get to understand the different verticals of LLMs that have a cost associated with them, such as the input and output tokens cost of the commercial LLM APIs, or when it comes to the open source LLMs you'll see that the cost of provisioning the required machine to run/host the model and the cost around the spot instances. By understanding the economics of different models, businesses and LLM users can make informed decisions tailored to their needs. Comparing costs across models, such as GPT-4, Anthropic Claude V1, InstructGPT-DaVinci, Curie, and self-hosted 7B models, reveals the significant variations in pricing.
    Hall 3: Tech Deep Dives

  • Earth Observation (EO) datasets have emerged as invaluable tools for understanding and monitoring our planet's dynamic processes. In this talk, we will explore the potential of ISRO's EO datasets and their applications in generating insights about various processes on Earth and how these insights can create value for various businesses.
    Hall 3: Tech Deep Dives

  • Day 3 Hall 1

    Oct 13, 2023

  • Generative AI is transforming the landscape of FinTech by revolutionizing the design and development of financial products and solutions. This cutting-edge technology empowers financial institutions to create innovative, customized offerings with unprecedented speed and precision. Through generative AI, financial companies can automate the design process, harness data insights for product optimization, and even predict market trends. However, as the industry embraces this disruptive force, it also grapples with challenges related to ethical considerations, regulatory compliance, and data security. Despite these hurdles, the potential for generative AI in FinTech is promising, promising a new era of efficiency and innovation in financial services.
    Hall 1: Visionary Insights

  • Discuss strategies for individuals to future-proof their careers in light of automation and AI advancements, including acquiring in-demand skills, embracing lifelong learning, and adapting to evolving job requirements.
    Hall 1: Visionary Insights

  • AI is revolutionizing rail transportation, bringing automation and intelligence to trains and railway systems. From advanced driver assistance to full automation, AI enhances safety by minimizing human error through sensor technology and algorithms, making rail travel more secure. The challenges in railway operations are increasing. Artificial Intelligence has also led to a number of notable improvements in efficiency and safety across rail networks, as well as significant cost reductions. Growing passenger numbers, complex route networks, tightly scheduled timetables , the coexistence of passenger and freight traffic side by side. At the same time, there is increasing demand for safety, capacity, comfort, and sustainability. Artificial intelligence encompassing machine learning and inferencing currently offers the greatest leverage to meet these challenges. However, this transformation also raises ethical, legal, and cybersecurity questions, along with societal changes and job shifts within the rail industry. Despite such challenges and acceptance hurdles, the future looks promising with AI-driven rail mobility.
    Hall 1: Visionary Insights

  • Recent studies reveal that a significant 95% of our activities are influenced by our subconscious zone. In today's world, technology, particularly mobile phones, has led to a concerning trend where we remain physically present but mentally absent during various tasks. This shift is linked to the average person's attention span, which has decreased to a mere 40 seconds, resulting in adverse effects on employee performance and productivity. One critical player in this scenario is a part of our brain known as the anterior insula (AI). The AI operates mostly beyond our conscious control and is activated by stimuli that capture our interest, prompting us to pay attention. To harness this internal AI, it is suggested that we focus on asking open-ended questions to ourselves and others, stimulating the insula and consequently increasing our attention span and ability to concentrate. The ultimate goal is to master this AI inside our brain , which, in turn, will facilitate mastering the AI(Artificial Intelligence) outside our brain.
    Hall 1: Visionary Insights

  • With just released statements of NVIDIA, AI is the next big thing that is happening in the technology world at the moment. While the cutting-edge technologies are being built around at the moment, it also needs the eco-system to be prepared to match its pace. The key infrastructure that has a significant impact on AI is, Data Centers. Are we fully prepared and geared up to meet the AI evolution? How fast can the pace be met? How much Data centre capacity is being looked for AI alone? What are the roadblocks foreseen, that might affect the AI launch across various parts of the Globe?
    Hall 1: Visionary Insights

  • This topic encapsulates the challenges posed by AI-driven automation while also highlighting the importance of proactive strategies to ensure that the workforce remains adaptable, competitive, and resilient in the face of evolving technological landscapes.
    Hall 1: Visionary Insights

  • Conversational AI, also known as Generative AI, has the potential to revolutionize the e-commerce industry by offering a more personalized and interactive shopping experience for users. It enhances e-commerce by providing personalized shopping experiences, virtual shopping assistants, and 24/7 customer support. It streamlines the checkout process, offers visual search and try-on features, and generates valuable data-driven insights for businesses. Users benefit from convenient interactions, tailored recommendations, and improved shopping efficiency.
    Hall 2: Solution Spotlights

  • Day 3 Hall 2 [The GCC AI Transformation Track]

    Oct 13, 2023

  • The health insurance sector is undergoing a profound transformation, driven by Artificial Intelligence (AI). This technology is demystifying and revolutionizing the industry in several critical ways. Gen AI's impact on healthcare is multifaceted, improving patient care, advancing research, reducing costs, and enhancing healthcare access. As this technology continues to evolve, its potential to drive innovation and efficiency in the healthcare sector remains boundless.
    Hall 2: Solution Spotlights

  • Generative AI represents a paradigm shift in the way we approach creativity and innovation. It has the power to revolutionize industries, inspire human imagination, and shape our future. However, we must approach this frontier with caution, addressing the ethical dilemmas it presents and working towards a balanced and responsible implementation. By harnessing the creative potential of generative AI while preserving the distinct qualities of human ingenuity, we can unlock a future that seamlessly integrates technology and human expression, leading to a more vibrant and enriched society.
    Hall 2: Solution Spotlights

  • In a country with 1 doctor for 2000 people, the importance of proactive self-care to aid the overall healthcare ecosystem is critical. AI’s integration into self-care can help us do just that by reshaping health and wellness practices. Wearable technologies employ AI algorithms that can provide real-time insights to empower individuals to understand their health metrics and make informed decisions. AI-driven apps guide users through meditation, sleep optimization, and mental wellness exercises, allowing for personalized mental health interventions. Nutritional guidance has also been revolutionized, with AI suggesting tailored meal plans based on individual preferences, genetic makeup, or specific health goals. This democratization of healthcare, fostered by AI, encourages proactive health management. At Bayer Consumer Health, we have done just that by using AI to convert a non-smartphone into a total healthcare device for semi-urban and rural Indians.
    Hall 2: Solution Spotlights

  • ‘In the era of data-driven strategies, the influence of Predictive AI resonates strongly across industries, fundamentally reshaping how businesses navigate the landscape of decision-making. The transition from raw data to actionable insights has been catalysed very well by the predictive power of AI algorithms. By harnessing the potential hidden within vast datasets, Predictive AI enables industries to forecast trends, identify patterns, and anticipate future outcomes. This transformative approach empowers sectors across like healthcare, banking & financial services, retail, manufacturing, real estate, energy, agriculture, marketing among others to optimize processes, devise targeted strategies, and make proactive decisions, thereby increasing efficiencies and productivity. The integration of Predictive AI not only redefines business operations but also underscores the imperative of responsible and transparent data utilization in the pursuit of innovation.
    Hall 2: Solution Spotlights

  • AI is propelling mobility with autonomous vehicles, smart traffic solutions, and personalized travel planning. These trends enhance efficiency, safety, and environmental sustainability in urban transportation. Shared mobility and electric vehicle integration are key factors, alongside AI-driven Mobility-as-a-Service platforms. The future of mobility lies in this seamless fusion of AI advancements and transportation innovation.
    Hall 2: Solution Spotlights

  • Generative AI is taking the world by storm and unleashing the imagination of millions of people with exciting new applications and use cases for individuals and organizations. Enabling these applications needs a huge hardware infrastructure, which needs to scale at a fast pace while keeping energy requirements in control. Join me to hear about HW components, scale-up and care about being ready for the AI age.
    Hall 2: Solution Spotlights

  • Day 3 Hall 3

    Oct 13, 2023

  • Analytics can revolutionize supply chain management through predictive modeling. Analytics can be used for demand forecasting, inventory optimization, streamlining supply chain processes, and reduce the risk of stock outages or overstocking. Analytics also has huge applications in the areas like Supplier Management, Risk Management, Route Optimization and Sustainability which are the use cases that every supply chain is looking to solve today. This session will explore Linear Programming for Supply Chain Optimization using the PuLP framework. PuLP is a Linear Programming (LP) modeler created using Python. The session will include use cases for logistics planning and inventory optimization using the PuLP and other python packages.
    Hall 3: Tech Deep Dives


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