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   Vol. 24 No. 48                                             

Wednesday November 12, 2025

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Mastering New Recipes At Kale Logistics

Rajan Subramanian
   
Kale Info Solutions     Writing for the FlyingTypers is a pretty unique experience. You just need to keep your brain connected and let your imagination run: the pages open up in front of your eyes as though you were in a picture movie. Today our inspiration comes from Rajan Subramanian, Chief Product and Chief AI Officer at Kale Logistics. If you hear his name and you think that he is dealing with AI and all the hottest topics that are on today’s menu in logistics automation, your picture is there: you are directly plunged in the haunting rhythm of the Sorcerer’s Apprentice in Fantasia, the 1940 superb cinematic artwork.  I was curious to understand how complicated (or simple in fact) is Rajan’s work, delivering top-tier digital products to a vast audience of logistics enterprises.
     Rajan Subramanian is a strategic and hands-on technology leader with over two decades’ experience driving enterprise-scale transformations through innovative digital platforms, unlocking measurable business value with data drive products. He also has deep expertise in data engineering, machine learning and cloud architecture.  With due respect the most interesting idea for me is this one: integrating generative AI to transform complex data into actionable intelligence. Bridging executive strategy with engineering execution, Rajan has helped Fortune 500 organizations across fin-tech, healthcare, communications and supply chain evolve into data-driven, API-first enterprises.
     A published author of
‘Mastering APIs for Enterprise Applications: Practical Guide to Building Robust, Scalable, and Secure APIs’, Rajan uses the convergence of APIs, cloud infrastructure, and artificial intelligence to shape how organizations innovate in an increasingly digital and interconnected world. In other words, he is no apprentice, he is the sorcerer!
     So I started my interview with a faint shiver in my spine, asking myself: am I going to know more about this magician’s secrets or is he going to uncover all my inner confidences? I thought I would start with the easy part . . .


FT:   First things first: how did your journey in technology begin, and what set you on the path toward becoming focused in products and enterprise transformations?
RS:  My career began as a software developer when we actually wrote code from scratch, without any AI help! As technology evolved, so did my job, and I ventured more into architecture and strategic design of products. During the course of my career, I have come to realize that data is the key to unlocking value within any system. This led to a fascination for how data could drive more intelligent business decisions. I then started working on enterprise systems that connected disparate business units through APIs. This was long before they became mainstream. Over time, I realized that the real opportunity lay in bridging IT architecture with business outcomes, utilizing APIs, data engineering, and, later on, leveraging AI to solve problems that traditional systems couldn’t tackle. Many of the point solutions I helped develop over the years evolved into broader-based products, and I subsequently began focusing on product development.

FT:   Your book ‘Mastering APIs for Enterprise Applications’ has been well received. Who did you envision as the primary audience for it?
RS:  My foray into writing this book stemmed from my publisher's observation that, although there are numerous technical books, there was a lack of a book specifically tailored for architects and CTOs, who would benefit most from a decoupled application ecosystem utilizing APIs. This serves as a practical guide with just the right amount of depth without overwhelming the users with too many technical details, for both practitioners and decision-makers. The audience consists of both engineers and architects, who design and build the systems, as well as the leaders who rely on their work. It’s not a coding manual, but a framework for thinking about APIs as business enablers, helping organizations build scalable, secure, and interoperable systems that can evolve in an AI-first world.

Rajan Subramanian

FT:   You’ve led technology transformations across global organizations. What motivated your move into sectors like logistics and supply chain, which are now experiencing rapid digital disruption?
RS:  I have experience in various industries, so I can bring insights with an outside-in perspective; for example, my experience in fin-tech affords serving accurate data in real-time, and my experience in medical software helps me think around precise and high-quality data. The logistics industry is complex per se, as the number of stakeholders is big, and the complexity is increased by dealing with diverse countries, regulations, and compliance requirements. Turning complexity into opportunity is driving my experience and logistics and supply chain are fascinating for me, because they connect every part of the global economy, yet they’ve historically lagged in digital innovation. What attracts me is the potential to apply AI, data platforms, and cloud-driven intelligence to make these systems more adaptive, transparent and scalable.

FT:   Do you see logistics players becoming more proactive in innovation, or are external market forces still driving change?
RS:  The mindset is shifting. The advent of AI, with companies like OpenAI and Google providing software companies easy and cheap access to AI engines, enables rapid innovation in this industry. As a result, there is a surge of startups and established players creating innovative products. Shippers and logistics providers are increasingly recognizing that innovation isn’t optional and is essential for survival. Yet, much of the momentum still comes from external pressures, whether from e-commerce dynamics, customer expectations, or government mandates. The winners will be those who turn compliance and efficiency requirements into strategic differentiators through intelligent technology.

FT:   How do you view the role of AI in enhancing sustainability and risk management in global trade?
RS:  Risk management presents a significant opportunity for AI: the ability of AI agents to continuously monitor and react in real-time to various parameters will not only help identify risks rapidly but also mitigate them quickly. AI is already becoming transformative. The ability of AI agents to autonomously analyze supplier networks, monitor ESG indicators, interface with hardware, and optimize route and mode choices for both environmental and cost performance will be critical. The key is trustworthy AI systems that are transparent, auditable, and aligned with both regulatory and ethical frameworks.

Rajan Subramanian

FT:   As Chief AI Officer at Kale Logistics, your work aligns with automation and optimization. Will your focus remain operational, or do you envision expanding Kale’s technology horizons even further?
RS:  My role at Kale encompasses both product and AI at scale. As a result, I bring a product mindset to AI development. While automation is a key focus, my vision extends beyond operational efficiency. The key is to create an intelligent logistics ecosystem. Our objective is to develop a series of applications that not only automate processes, but also go beyond that by learning from data, adapting to data, and then performing a range of automated activities using a variety of methods.  This includes predictive analytics, generative AI for decision support, and deeper integration between logistics, finance, and customer experience layers. Our ambition is to create a marketplace of smart AI agents in the logistics space that will be accessible to all our customers from within our ecosystem.

      This last statement seemed to me particularly important. I take the liberty to depart from the interview with Rajan, in particular to place a question that can be taken in fact by any interested interlocutor. Let’s open a small debate here . . . In an environment that is strongly interconnected as supply chain and logistics is, it seems to stand at odds with the assumption that at the end of the day service providers hope or are looking forward to creating an eco-system that can be called “their own”. In a system that can work only as and when every single part works in a kind of symbiosis with the others, it would seem to be advantageous to build a system as open and interconnected as possible, with little or no restrictions among the stakeholders of the chain. But this has not been the case for decades and apparently the riddle is still unsolved. One could say: anyone for tennis?
     After this gaping and probably unorthodox question, let us go back to our interview and get a bit more personal in the choice of listed items, as well as bit more “political” . . .

FT:   What do you see as the major shifts in logistics? Are more parcels, more regionalization, or something entirely new on the horizon?
RS:  We will see a dual movement: micro-logistics, which involves more parcels and faster fulfillment, with the last mile being of significant importance, as more warehouses are located closer to their customers. The other aspect is macro-optimization, which involves restructuring trade lanes, reshoring, and enhancing resilience. Logistics will increasingly act as a leveling mechanism. AI and automation will help to balance cost, sustainability, and speed across this evolving landscape. With the significant changes we are seeing in how countries view trade and with significant regulatory changes, there will be substantial shifts in the opportunity landscape for software vendors. They will need to create more flexible software frameworks and automate many of their processes more rapidly in response to any regulatory changes, including tariffs.

FT:   You had mentioned “unlocking business value through innovative platforms” in your introduction. Do you think progress in that area has often been slower than expected, and how can organizations do better?
RS:  This is a fascinating question. Many organizations adopt the approach of continuing their business as usual to ensure that their revenues are not impacted, while simultaneously initiating their transformation journey using AI as an enabler to accelerate the process. Most of them recognize that the effective use of platforms can unlock value, however, many view technology as an enabler, rather than a strategic core. This requires a mindset shift and the integration of data, AI, and APIs directly into the business model, not just its infrastructure. It’s about platform thinking and designing systems that continually evolve, make it easy to integrate partners, and scale innovation across the enterprise. Change also involves costs, especially when organizations undergo a major digital transformation. Hence, this necessitates a strategic shift in thinking and will also include budget adjustments.

FT:   Let’s have a look at the evolving patterns of trade. With increasing regionalization and reshoring trends, do you think logistics is becoming more local again? How does this influence your global work perspective?
RS:  This is a complicated question to answer! Yes, logistics is becoming more regionalized, driven by tariff shifts and supply chain resilience goals, as well as the trend towards manufacturing localization. This is an opportunity for SaaS providers like Kale. I believe that technology bridges these divides, because the software does not distinguish between regions, but rather utilizes and helps optimize logistics changes.  
     You would ask me then, how do you influence the process, right? My global experience enables me to view localization not as fragmentation, but as distributed intelligence. This facilitates smarter, faster, and more sustainable regional networks connected by AI-driven visibility platforms. As someone who travels internationally and across different markets, I bring a unique perspective to any partner or user of our software. In my role as Chief Product Officer, this perspective enables me to shape our product from the outset to be more globally oriented.

Rajan Subramanian

FT:   Yes, knowledge is power, but how do you view the recent debates over de minimis thresholds and their potential impact on e-commerce? Disruptive?
RS:  The thresholds have tightened in the U.S. landscape, ending duty-free perks for low-value imports. This might help improve the country’s revenue receipts, but it spikes costs and increases delays for e-commerce. The downsides are that there will be margin squeezes, an increase in Customs backlogs, and a shift from impulse overseas buys to more considered local or aggregated shipping. I believe the e-commerce economy will undergo significant reshaping. However, I see this as a catalyst for smarter ops. This will push the industry towards data-driven consolidation, predictive clearance using AI, and more intelligent AI agents for automated compliance, saving money for early adopters. This may help mitigate some of the regulatory friction and provide an opportunity for logistics software to help these companies adapt to these changes.

FT:   You are surely looking at the bright side as your first choice I take it and I must commend you for this positive approach. Let me ask you a final question: is there a personal or professional yet unaccomplished goal you’d like to realize in the coming years?
RS:  My personal and professional goals converge towards creating an AI-driven logistics platform that becomes as trusted and intuitive as financial analytics are. I firmly believe that we are living in a truly transformative world, where AI is poised to change our way of thinking and our approach to work. Data will be critical for this, and the logistics industry sits at the center of an ecosystem that has visibility into key components of the global infrastructure. The next generation of leaders will know how to use AI natively and I would like to continue mentoring the next generation of product and technology leaders who can bridge the gap between business vision and engineering execution, laying the foundation for an intelligent logistics platform.

     With this hopeful and, from my point of view, slightly overwhelming statement, we have come to the end of this challenging interview, venturing into the new developments that a key IT-service provider as Kale Logistics has in store for our future trades. I have to thanks Rajan for a disciplined, accomplished and well informed account of what is cooking in his sorcerer’s boiling bowl. Far from being the sorcerer’s apprentice, as we remember in Disney’s masterpiece, Rajan Subramanian gave us an account of how science and technology can deliver what appears to be magic, but is in reality the result of hard work and dedication to make trade and logistics a more manageable and productive environment.
Marco Sorgetti


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Publisher-Geoffrey Arend • Managing Editor-Flossie Arend • Editor Emeritus-Richard Malkin
Senior Contributing Editor/Special Commentaries-Marco Sorgetti • Special Commentaries Editor-Bob Rogers
Special Assignments-Sabiha Arend, Emily Arend
• Film Editor-Ralph Arend

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