Artificial Intelligence2026-09-13T16:13:58.224+00:00

Physical AI: The Next Frontier as Robots, Drones and Warehouses Get Smarter

Physical AI: The Next Frontier as Robots, Drones and Warehouses Get Smarter The first decade of the modern AI boom was, in a sense, a purely digital story. Models learned to write, code, and answer questions, but they lived entirely inside screens and servers. That is changing. Through 2026, one of the fastest-growing corners of the AI industry has been what practitioners call "physical AI" — systems that combine machine perception with real-time decision-making to operate in the physical world, from warehouse floors to delivery drones to manufacturing lines. It's a shift that promises to bring the productivity gains already seen in knowledge work into industries that never fit neatly behind a keyboard.

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From Rural Roots to a Global Knowledge Legacy: The Enduring Journey of Murali (Krishna) Chemuturi
Elite Cover
2026
2026

From Rural Roots to a Global Knowledge Legacy: The Enduring Journey of Murali (Krishna) Chemuturi

From Rural Roots to a Global Knowledge Legacy: The Enduring Journey of Murali (Krishna) Chemuturi A journey defined by integrity, perseverance, technological transformation and a lifelong commitment to sharing knowledge Some professional journeys are measured by titles, wealth or corporate milestones. Others are defined by the distance travelled—not merely geographically, but intellectually and personally. The story of Murali (Krishna) Chemuturi, Consultant at Chemuturi Consultants, belongs firmly to the latter. Born in the small rural village of Chityala in Andhra Pradesh's West Godavari District, Chemuturi began life in circumstances far removed from the opportunities that would later define his career. At a time when literacy in his village was below five percent, educational opportunities were limited and financial resources were scarce. Yet, through an unwavering commitment to hard work, honesty and continuous learning, he built a career spanning some of India's most significant technological and corporate environments. From spending 19 formative years at Electronics Corporation of India Limited (ECIL) to contributing to technology-driven transformation, progressing through Tata Consultancy Services and other organizations, and eventually becoming Vice President of Software Development at Vistaar Technologies, his journey reflects the evolution of a professional who consistently chose learning over limitation. Since establishing his independent consulting practice in 2001, he has extended his impact through technical papers and books that, according to information available to him, have reached readers and postgraduate students across countries and universities. Today, at 76, Chemuturi reflects on his career not simply as a collection of accomplishments, but as the outcome of principles he has followed throughout his life. His story offers a powerful reminder that enduring success can be built through sincerity, knowledge, courage and the determination to keep moving forward—even without privilege or influential support. The Journey from a Small Village to India's Technology Landscape Chemuturi's early life was shaped by modest circumstances. He was born to lower-middle-class parents with limited formal education, and his father was already 47 when he was born. Money was scarce, and educational choices were shaped as much by circumstance as by ambition. A single-teacher, single-room elementary school had been established in his village in 1956, and Chemuturi was part of its first batch of students. For his high school education, he travelled to a neighbouring village. Financial limitations ultimately meant that his formal education initially concluded with a diploma in electrical engineering from SMVM Polytechnic in Tanuku. But the end of formal education did not mean the end of learning. At the age of 18, Chemuturi joined the Hyderabad-based Electronics Corporation of India Limited as a Technical Assistant. The opportunity became one of the defining milestones of his life. For the next 19 years, he worked alongside highly skilled professionals in an organization engaged in the development and manufacture of advanced control systems, including those associated with nuclear power reactors. For a young man who had come from a rural environment with limited educational exposure, ECIL opened an entirely new world. The experience also intensified his determination to grow. While working, he attended evening classes to improve his professional prospects, eventually earning a degree in Industrial Engineering, an MBA and a Postgraduate Diploma in Computers. This commitment to education while managing professional responsibilities became a defining feature of his journey: rather than waiting for ideal conditions, he continued to develop himself with the resources and opportunities available. Over time, his role evolved beyond conventional technical responsibilities. He was instrumental in implementing a Computer Aided Design (CAD) system to improve productivity in the critical design and preparation of engineering drawings. Building on that success, he also played a significant role in the implementation of a network of personal computers that helped shift aspects of material management from manual processes to computer-based operations. These initiatives represented more than technology adoption. They demonstrated the potential of well-executed systems to transform established working practices. For Chemuturi, they also became important professional turning points, earning him recognition and demonstrating the value of combining technical expertise with practical implementation. Learning from Every Stage of the Journey After nearly two decades at ECIL, Chemuturi moved to Tata Consultancy Services, an experience that broadened his professional perspective considerably. While his years at ECIL had helped him build technical depth and confidence, his time in the corporate environment of TCS brought new managerial responsibilities and exposure to the wider business world. He was entrusted with responsibility for multiple areas, including profit-centre responsibilities, and the experience helped take him beyond his earlier professional cocoon. It brought him into roles requiring broader decision-making, management and public visibility. His subsequent experiences with other organizations further diversified his understanding of business and technology. Eventually, he concluded his corporate career as Vice President of Software Development at the Mumbai-based Vistaar Technologies. By 2001, however, he was ready to take a different path. He stepped away from the corporate world and began his own consulting practice through Chemuturi Consultants. The transition represented another important chapter in a career that had already crossed technical, managerial and organizational boundaries. Consulting allowed him to apply decades of accumulated experience while continuing his engagement with the areas of technology and professional development that had shaped his life. Principles That Became a Personal Compass If Chemuturi's professional journey has been shaped by one consistent force, it is his commitment to a set of deeply held principles. He says that honesty became one of his earliest foundations. From his school years, he realized that he was simply not comfortable with telling lies. Over time, this instinct developed into a conscious commitment to truthfulness and integrity. Another important principle was straightforward hard work. He never found himself drawn to shortcuts and came to believe that shortcuts often create additional complications and eventually require people to redo what could have been completed properly the first time. His years at ECIL also exposed him to rigorous quality assurance practices, which he embraced wholeheartedly. A phrase he encountered in an article in Reader's Digest during the 1970s—“Do it well or not at all”—became another guiding principle. Later, during his professional journey at TCS, he encountered a philosophy associated with JRD Tata: that regardless of a client's ability to pay, the quality of delivery should reflect the organization's capability and standards. Chemuturi carried that philosophy into both his corporate roles and his consulting work, striving to deliver more value than what was expected or compensated. Together, these beliefs created a personal framework built around honesty, quality, diligence and value creation. His background also gave rise to another deeply personal conviction. Coming from a family without influential connections or a “godfather” to provide protection or advancement, he developed a strong reliance on faith. Throughout challenges and successes, he has remained a theist, viewing faith in God as an important source of strength and guidance. These principles were not developed as corporate slogans. They were shaped through experience—and sustained across decades of professional life. Technology, Transformation and the Power of Knowledge Chemuturi's career unfolded during a period when computerization was beginning to reshape the way organizations operated. His involvement in introducing CAD and helping implement computer-based material management processes at ECIL placed him close to important shifts in organizational technology. The value of these initiatives, from his perspective, lay not merely in deploying technology but in helping organizations successfully navigate change. Moving from manual operations to computer-based processes requires more than installing systems. It requires confidence in the new approach, disciplined execution and the willingness to work through unfamiliar challenges. His later professional experiences further expanded his understanding of technology, software development and business management. Yet one of the most significant extensions of his impact came outside the traditional corporate environment. In 2007, Chemuturi began authoring books. What began as another avenue for sharing knowledge developed into an important part of his professional legacy. His technical writings and papers found an audience among professionals and students, while some of the papers made available for free download on his website were downloaded more than one hundred thousand times, where statistics were available. His technical books, he notes, are used as prescribed postgraduate reading in more than 65 universities across over 20 countries, based on information available on the internet. For Chemuturi, writing has represented more than professional recognition. He views his papers and books as a contribution to society, to his family, to India and to the wider world. The journey from a village with limited literacy and educational infrastructure to creating knowledge resources used internationally is perhaps one of the most remarkable dimensions of his story. Overcoming Obstacles Without Losing Faith Chemuturi's journey was not free from difficulty. Financial limitations were among his earliest and most persistent challenges. Like many children from modest backgrounds, he had to navigate the realities of limited resources while competing with those who had grown up with greater access and advantages. In the early stages of his career, competing with city-bred professionals presented another challenge. His response was not to retreat, but to work harder, take initiative and volunteer for demanding assignments that others often avoided. As his career progressed and he moved into managerial positions, the nature of the challenges changed. Professional success sometimes brought jealousy, backbiting and personal difficulties. There were occasions when he suffered silently, but he chose to continue with optimism and faith rather than allowing adversity to define his direction. His belief in truth and integrity was also tested in serious circumstances. He says that false accusations were made against him and a false criminal case was filed. Yet he believes that his consistent adherence to truthfulness and integrity ultimately helped him remain safe and maintain his standing in society. His lesson from these experiences is clear: truth does not necessarily prevent difficulties, but it can provide the strength and foundation needed to emerge from them. A Legacy of Perseverance and Lifelong Learning Looking back, Chemuturi considers getting his first position at ECIL to be one of the greatest milestones of his life. It gave him access to an environment of advanced technology and exceptional professionals and opened opportunities that had been unimaginable during his early years in rural Andhra Pradesh. The experience inspired him to keep learning and helped shape him both as a professional and as an individual. His time at TCS expanded his managerial perspective, while subsequent corporate roles broadened his experience further. Consulting then offered the freedom to apply his accumulated knowledge independently. Along the way, certain personal qualities also played an important role. Chemuturi attributes his strong sense of hard work and responsibility partly to his father, who continued working his land until the age of 70. From his mother, he believes he inherited sensitivity and a sharp intellect. He also developed an ability to read quickly and silently, which helped him absorb significant volumes of information. A keen habit of observation enabled him to learn from people and situations beyond his immediate responsibilities, while a strong memory helped him retain knowledge over long periods. These qualities proved especially valuable in his work as an author and consultant. They demonstrate that expertise is rarely the result of a single qualification or opportunity. It is often built through decades of observing, learning, remembering and continuously connecting knowledge with experience. Looking Ahead with Perspective At 76, Chemuturi approaches the future with the wisdom of someone who has already experienced several professional lifetimes. He openly describes himself as being “over the hill” and focuses less on building ambitious long-term commitments than on completing meaningful short-term work. Recently, he completed what may be his final book: a compilation of eight Geetha texts, including the Bhagavad Geetha, translated into English. The work reflects another dimension of his lifelong curiosity—one that extends beyond technology and management into literature and spiritual thought. While he may not undertake another major long-term writing project, he remains open to offering his consultancy services when approached. Chemuturi Consultants remains a one-man operation, and he acknowledges that the company's future beyond him is uncertain. Yet his perspective on the future is marked not by regret, but by realism and faith. Having witnessed unexpected turns and what he describes as miracles throughout his life, he does not rule out the possibility of new developments. A Message for the Next Generation For those aspiring to achieve a strong and prominent position in their professional lives, Chemuturi's advice is rooted in the experiences of his own journey. He believes people should not feel discouraged by the absence of influential family support or professional “godfathers.” Sincere and sustained work may not always be recognized immediately, but over time, honesty and diligence can establish a person's reputation. He emphasizes that lasting success requires patience. The journey from poverty or limited circumstances to a stable and meaningful professional life can take time. Wealth may not always follow, but hard work, integrity and perseverance can create progress and dignity. His message also carries a deep spiritual dimension. Drawing inspiration from the Ramayana, he highlights the importance of enthusiasm and sincerity in pursuing one's goals. For Chemuturi, effort should be accompanied by faith, integrity and the courage to continue even when circumstances appear difficult. His own life stands as an example of that philosophy. From a small village with limited educational opportunities to India's technology landscape, from corporate transformation to independent consulting, and from technical practice to authorship with an international academic reach, Murali (Krishna) Chemuturi has built a journey defined not by shortcuts, but by substance. His legacy is ultimately a reminder that one's starting point does not have to determine one's destination. With knowledge, perseverance, truth and the willingness to keep learning, even the most challenging beginnings can lead to a life of meaningful contribution. And for Chemuturi, that contribution continues—not only through consulting or the books he has authored, but through the enduring ideas at the heart of his story: work sincerely, uphold the truth, pursue excellence and never allow the absence of privilege to become an excuse for abandoning one's aspirations. Editor’s Thoughts At TheCIOGlobe Magazine, we have the privilege of discovering and sharing the stories of leaders whose journeys offer lessons far beyond professional success. Murali (Krishna) Chemuturi’s story is one such inspiring example—a journey that reminds us that true leadership is not always defined by where one begins, but by the values one chooses to uphold throughout the journey. From a small village in rural Andhra Pradesh to contributing to technological transformation, corporate leadership, consulting and knowledge-sharing through internationally recognized technical publications, his journey reflects the enduring power of perseverance and continuous learning. What makes his story particularly meaningful is its authenticity. He does not present success as a smooth or effortless path; instead, his journey acknowledges financial limitations, intense competition, professional challenges and personal adversity. Yet, through every stage, he remained committed to the principles that shaped him—hard work, honesty, quality, integrity and faith. At TheCIOGlobe, we believe that influential leaders leave behind more than professional achievements; they create an impact through the knowledge, values and inspiration they pass on to others. Chemuturi’s contribution through his consulting work, technical papers and books reflects this broader understanding of leadership. His story demonstrates that the pursuit of knowledge can create a legacy that extends far beyond an individual career. As he reflects on more than five decades of professional experience, his journey offers an especially powerful message to aspiring professionals and future leaders: your circumstances may shape your starting point, but they do not have to define your destination. We are proud to feature Murali (Krishna) Chemuturi, Consultant at Chemuturi Consultants, and celebrate a journey built on perseverance, technological curiosity, lifelong learning and an unwavering commitment to doing things the right way. — Editorial Team, TheCIOGlobe Magazine

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The Most Inspiring Woman Leader to Watch in 2026business women2026
September 2026

The Most Inspiring Woman Leader to Watch in 2026

The Most Inspiring Woman Leader to Watch in 2026 Earin Marshall, Managing Director, Dillon Marshall Property Consultants Success in the property world is often measured by transactions, but the most meaningful journeys are defined by the impact they leave on people’s lives. For Earin Marshall, the path has been shaped by a deep connection to both construction and real estate, where technical expertise meets a genuine passion for helping individuals build their futures with confidence and clarity. With years of hands-on experience in the Irish construction sector and a natural inclination toward real estate, Earin has cultivated a unique perspective that brings together insight, empathy, and innovation. Through Dillon Marshall, this vision has evolved into a service that goes beyond conventional expectations, focusing on trust, transparency, and meaningful client relationships. Her journey reflects a thoughtful balance between industry knowledge and a people-first approach, creating lasting value at every stage. Recognised under the distinguished magazine cover title, “The Most Inspiring Woman Leader to Watch in 2026,” Earin Marshall continues to redefine how construction expertise and real estate insight can work in harmony to empower clients and shape better outcomes. Dive into her journey to explore how resilience, innovation, and a commitment to genuine care are transforming experiences within the Irish property market, one relationship at a time. Foundations in Construction and Real Estate Earin Marshall has spent her career immersed in the Irish construction sector, working closely with builders and gaining hands-on experience in bringing projects from concept to completion. This journey has provided her with not only technical expertise but also a profound appreciation for the people, craftsmanship, and collaboration that define the industry. Alongside this, she has always held a deep passion for real estate, not just for the properties themselves, but for the opportunity to help people find homes, build their futures, and create lasting memories. Over time, she recognised the powerful connection between construction knowledge and real estate insight, which ultimately led to the establishment of Dillon Marshall. Through this venture, she brought both worlds together to create a service that extends beyond transactions, focusing on supporting people, making dreams possible, and fostering hope in every interaction. Bridging Expertise with Client-Centric Approach Dillon Marshall focuses on bridging construction and real estate to provide clients with an informed, transparent, and supportive experience. By combining practical building expertise with a strategic understanding of the Irish property market, the firm enables clients to make confident, future-focused decisions. Positioned as a trusted partner, the company guides clients through every stage of a property’s journey, from development to sale or investment. By integrating AI-driven insights to interpret market trends and property valuations, the firm enhances its expertise with technology while ensuring that empathy and personal connection remain central to its approach. Kindness, integrity, and genuine care define the company’s philosophy. In an industry that can often feel transactional, Dillon Marshall prioritises relationships, listens deeply, and creates experiences where clients feel valued, supported, and inspired. Driving Sustainable Growth and Innovation Looking ahead, Dillon Marshall is committed to thoughtful and sustainable growth across the Irish market. The focus remains on strengthening networks, building lasting partnerships with developers and investors, and leveraging technology to enhance the overall client experience. AI plays a significant role in this vision, enabling the firm to anticipate market shifts, streamline processes, and deliver smarter insights, all while maintaining a strong human connection. The company also aims to expand its advisory services, empowering clients to make informed and confident decisions across development, acquisition, and investment. Resilience in a Changing Market Landscape The past year has brought both challenges and opportunities within the Irish property sector. Market fluctuations and evolving client expectations have reinforced the importance of resilience, adaptability, and optimism. For Dillon Marshall, this period has strengthened its commitment to innovation, client care, and building lasting relationships. Moving forward, the focus remains on delivering value through expertise, empathy, and kindness, while fostering confidence and optimism in every client interaction. Guiding Principles for Future Entrepreneurs For those entering the fields of construction, real estate, or property development, the journey is best approached with a balance of vision, resilience, and a generous spirit. Building a strong foundation based on trust, integrity, and genuine care is essential. Understanding clients through active listening and empathy, staying adaptable in a constantly evolving market, and embracing technology such as AI to improve efficiency are key factors for long-term success. Equally important is leading with kindness, as the emotional impact of interactions holds as much value as the work itself. Persistence, determination, and hope remain critical in overcoming challenges, transforming obstacles into achievements. Ultimately, success in this field is defined not just by deals, but by the relationships nurtured and the lives positively influenced along the way. A Vision Rooted in Purpose and Impact At Dillon Marshall, the belief is that business should be professional, innovative, and deeply human. While AI and modern tools serve as powerful enablers, it is empathy, integrity, hope, and kindness that truly differentiate a business. Earin Marshall remains committed to helping individuals navigate complex decisions with clarity and confidence. Each interaction is seen as an opportunity to inspire, support, and bring hope, making the work both meaningful and impactful. By combining expertise, innovation, and a people-first philosophy, the firm continues to create a lasting positive influence within the Irish property market, one relationship at a time. Conclusion Earin Marshall’s journey reflects a thoughtful integration of expertise, innovation, and genuine care, demonstrating that success in the property sector extends far beyond transactions. Through Dillon Marshall, she continues to bridge the gap between construction and real estate, creating experiences that are informed, transparent, and deeply human. Her approach highlights the importance of trust, adaptability, and meaningful relationships in an evolving market. As the Irish property landscape continues to shift, she remains focused on building lasting value through resilience, forward-thinking strategies, and a strong commitment to client success. By embracing technology while maintaining a people-first mindset, she is shaping a path that balances progress with purpose. Recognised under the magazine cover title, “The Most Inspiring Woman Leader to Watch in 2026,” her journey stands as a testament to what can be achieved when expertise is guided by empathy and vision. As this story concludes, it becomes evident that true impact lies not only in what is built, but in the lives that are supported along the way.

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