AI Didn’t Replace the Data Ingestion PM — It Changed What “Good” Means When people talk about AI reshaping technology roles, the conversation usually centers on automation, copilots, or generative assistants rewriting how work gets done. But in foundational engineering domains like data ingestion, the transformation has been far less dramatic—and far more meaningful. AI […]
In enterprise technology, the headlines are rarely the real story. The real story is what changes when the ecosystem moves. Microsoft donating DocumentDB to the Linux Foundation isn’t just about adding another MongoDB alternative to the market. It’s a signal that the industry is finally pushing toward something NoSQL has historically lacked: a vendor-neutral standard […]
As we step into 2026, one insight from the past year still echoes deeply with me. When I first read Microsoft’s “It’s About Time: The Copilot Usage Report 2025,” I wasn’t just curious about what people ask Copilot. I wanted to understand when they ask, on which device, and what that reveals about our evolving […]
In three decades of watching technology waves come and go, one pattern has stayed constant. We rename the stack every few years—data warehouses, lakes, lakehouses, self-service BI, GenAI, AI agents. But at the decisive moment, the question in the room is still very human: Do we trust this data enough to bet the business on […]
A few weeks ago, in a leadership discussion, someone said — “AI is powerful, but it feels distant — I don’t feel it working for me.” That line stayed with me. For years, AI has lived in the cloud — abstract, remote, and invisible. But the next era of AI is about proximity. Intelligence is […]
Microsoft Fabric’s Defining European Moment FabCon Europe 2025 in Vienna marked a pivotal moment in Microsoft’s data and AI strategy. Over four days, the sold-out conference brought together more than 4,000 attendees, 130+ sessions, and an entire ecosystem of customers, partners, and developers. From the keynote stage to the community lounge, one message was clear: […]
Build 2025 — When Fabric Became the Foundation for Enterprise AI Microsoft Build 2025 wasn’t just another developer conference — it was a strategic blueprint for the AI-driven enterprise. Held in Seattle in May, this year’s Build drew thousands of data engineers, AI developers, and enterprise architects to explore one defining question: “How do we […]
A Defining Shift in Microsoft’s AI Data Strategy At FabCon Europe 2025 in Vienna, Microsoft marked a strategic inflection point for enterprise data — the shift from unification to organization. Over four days, the event underscored how Microsoft Fabric, once positioned as a unified analytics platform, has now become the foundation for AI-ready, context-rich data […]
A New Trust Architecture for the AI Enterprise AI transformation is reshaping how enterprises create value — and it has surfaced a fundamental truth: your AI is only as good as your data. As organizations adopt copilots, generative assistants, and reasoning agents, they’re realizing that data quality, protection, and governance are not support functions — […]
Technology markets rarely offer a convergence this profound. On one curve, Services-as-Software (SaaS) is reshaping how enterprises consume consulting, IP, and transformation. Services are no longer delivered as bodies on projects are engineered, codified, and packaged like products. The “services firm” is becoming the “software firm,” and that S-curve is only beginning. SaaS vs Services […]
Strengthening Governance for the AI Enterprise At Microsoft’s May 2025 governance and security update, one theme resonated across every session and hallway conversation — data trust is the new perimeter. As AI systems scale and Fabric becomes the backbone of enterprise analytics, the question for most CXOs isn’t “Where is our data?” — it’s “Can […]
“What if the secret to thriving in 2025 isn’t just about having data—but knowing which trends will reshape its power?” Data has evolved from a byproduct of business processes to its most valuable asset. As we step into 2025, businesses are entering an era where data analytics doesn’t just inform decisions—it drives them. Organizations that […]
Dear Leaders, The COVID-19 pandemic has transformed nearly every aspect of life, be it personal or professional. For example, it significantly impacted how companies interacted with customers, customers’ purchasing, and the supply chain delivery process. According to a Mckinsey survey of more than 200 organizations across industries, more than 90% of executives said they expect the […]
Welcome to the 4th part of the series on “Upskilling to Digital Architect” wherein I will focus on the first foundational skills block “Digital Transformation Strategy and Innovation” for digital architects. According to Mckinseyresearch, 70 percent of large scale transformation programs fail. Common pitfalls are resistance to changing culture, lack of leadership, poor cross-functional collaboration. […]
Welcome to the third part of the series on “Upskilling to Digital Architect”; with my perspective on the learning roadmap for Digital Architect across building the foundational skills for Digital Architect. Skills for Digital Architect would fit across seven Foundational Blocks. This part is focused on the broad base starting point. Following seven parts, we […]
We are living in a hyper-digitally dynamic ecosystem. As we are moving towards a digitally dependent future, the need for Digital Resilience is increasing rapidly. Digital Resilience helps companies by providing several ways for businesses to use digital tools and systems to recover from crises quickly. Today, digital resilience and supply chain resilience no longer imply merely the […]
The Covid-19 took on the role of Chief Innovation for most businesses. The Covid-19 pandemic has had a profound influence on the way businesses now function. It helped businesses accelerate the Digital Transformation to unprecedented levels and invalidated all the past assumptions. Now every business is a Technology business. Going digital used to be an aspiration for businesses, but […]
Welcome to the second part of the series on “Upskilling to Digital Architect”. The Digital Revolution continues to transform our world. According to IDC, our digital world is now “doubling in size every two years, and by 2020 the digital universe – the data we create and copy annually – will reach 44 zettabytes or 44 trillion gigabytes”. […]
The pandemic has accelerated the pace of digital transformation, and in the future, it will become inevitable. The post-pandemic world needs more flexible production, greater productivity, and the development of new business models and digital solutions. Digital transformation demands specific expertise and a set of practices to align business focus with technology solutions. The new […]
Microservice Architecture has been a hot topic in the software world for a while now. It has been seen and rendered as a solution to issues arising from monolithic applications. But does it hold true to this argument? What are the benefits and challenges of this architecture? I will be debunking the same in this blog to understand […]
As we cross 2020, most of us are still functioning remotely and preparing for a hybrid work environment where we will be expected to work from home. How can an organization determine productivity? What can we expect from remote working in 2021? How can leaders motivate their employees who are low on motivation? Read this article […]
Microsoft has emerged with a new innovation called .NET 5 wherein it provides a cross-platform development experience overcoming the previous fragmentations in the .NET world. This comes as part of Microsoft’s direct strategy to unify and simplify .NET platform as a result of listening to their customer’s needs. .NET 5 is the natural development and evolution of the .NET Core […]
As the beginning of 2021 approaches, 5G is predicted to reach around 34% of the global population in the next 4 years. How will 5G revolutionize the present scenario of the market? What are my predictions for a 5G-enabled future? What are the risks associated with 5G? Read this article to know what I expect from the […]
The Covid-19 pandemic is, without doubt, the biggest challenge the world has encountered in this century and arguably the biggest since the Second World War. As the year 2020 draws to a close with mixed news — positive on the vaccine development front only to be offset by reports of a new, powerful strand of […]
The unprecedented times have forced business needs to evolve with a digital-first approach. How can solution architects help with this transition? What are the skills that make a solution architect relevant in the present times? Read the article as I answer your questions. I have an analogy where I compare solution architects to lifeguards. The role of a solution architect […]
5G is now a standard for seamless industrial operations. But how will different industries be affected by this cellular standard? What innovations are awaiting for humanity once the telecom operators finish the 5G rollout? Read this piece to test the compatibility of 5G with different industries. In 2019, it was predicted that, by 2025, […]
I can try and express the impact of the Pandemic in hundred different sentences, but the summary remains the same – COVID-19 has impacted the world in ways no-one could have imagined or predicted. While many leaders are used to constant change, this disruption caused by COVID-19 is the hallmark of 2020. The pandemic has forced […]
Disasters like Covid-19 pandemic can wreak havoc on even the biggest of company’s business. Even when your employees and office space are secure, the difference in a time of calamity lies in having a secure and resilient supply chain. In this article, I explore how the direct competition between brands is no longer relevant, and why […]
While recognizing your shortcomings is surely a start, what can your organization do to fix the challenges brought about by working on your digital transformation ambition? What is the best way to lead digital business transformation and deliver financial results? Read as I spill the secret for a successful digital transformation. Digital Transformation reform the […]
Business leaders are being forced to rework their strategies and relook at their offerings in the aftermath of the COVID-19 crisis. Gone are the days when work took place as an established practice. The pandemic has opened multiple pandora’s boxes for every business. As the pandemic’s impact deepens, I take a look at the importance […]
Once you start on your digital transformation journey, you need to prepare yourself for a few obstacles on the way. What are some of the challenges that you face when you choose Digital Transformation? Which organizational and technical obstacles can affect your project agility? Find the answers in this list I curated from my experience. […]