Field notes from our engagements, essays on AI maturity and delivery discipline, and chapters from the published frameworks. Written by Himanshu Niranjani.
By Himanshu Niranjani, CTO, Property Finder A few years ago, the same consultants now pushing AI were insisting that the future of business lay in NFTs and the metaverse. Before that, it was Web3. Today, boardrooms are buzzing with excitement—and anxiety—about artificial…
Building AI for Humans · 7 minMay 19, 2025When we talk about AI, it’s tempting to jump straight to use cases, models, and clever demos. But the hard truth I’ve learned — across Amazon, Microsoft, Visible, and now at Property Finder — is this: If your data is a mess and your tech stack is brittle, AI will expose that…
Building AI for Humans · 6 minMay 24, 2025By Himanshu Niranjani, CTO at Property Finder The world is watching as the Middle East, and the UAE in particular, positions itself as a global epicenter for AI innovation. With billions earmarked for AI transformation across sectors — from education and logistics to smart…
Building AI for Humans · 4 minMay 26, 2025By Himanshu Niranjani Chief Technology Officer, Property Finder In the rush to build and deploy AI, many organizations mistake speed for strategy. But those of us who’ve lived through large-scale AI deployments know this: without proper guardrails, speed turns into spectacle.…
Building AI for Humans · 6 minMay 26, 2025In every AI conversation I’ve had over the years — from Microsoft’s engineering floors to Amazon’s AI council chambers, and now at Property Finder — the same theme quietly surfaces: “How do we get our people ready for this?” And I get it. For all the noise about models, GPU…
Building AI for Humans · 7 minJun 02, 2025At some point in every AI journey, the strategy deck ends — and the real work begins. In boardrooms and offsites, we talk about the promise of AI: personalization, automation, transformation. But in practice, AI dies — quietly and often — in that awkward middle space between a…
Building AI for Humans · 6 minJun 23, 2025Building AI for Humans Helping techie minds stay happy while building real, human-centered AI in a world full of noise. The AI Ikigai: Chapter 6: Human-Powered AI — Lessons from a Telco That Beat the GenAI Wave Created on 2025-06-23 14:31 Published on 2025-06-23 14:51 Before…
Building AI for Humans · 3 minJun 30, 2025The first time I tasted vegetarian pho was at the Microsoft cafeteria in Redmond. It was an unusually cold Seattle afternoon, and I was rushing between meetings when I took a chance on the Vietnamese soup I’d only vaguely heard of before. That bowl of pho changed something for…
Building AI for Humans · 3 minJul 05, 2025Recently at a customer meeting, I was talking to one of our biggest client in Bahrain who happened to have Indian roots. shared with him how AI isn't something just came to the tech scene. I reflected on how in my college computer lab in 1995, I wrote my first program on what…
Building AI for Humans · 5 minJul 13, 2025Here's no one talks about when they dream about the AI, the budget, yeah the capex and opex. The age of AI is arriving fast—but it's arriving in the middle of a fiscal storm. CTOs everywhere are being asked to drive transformation while also cutting costs . To embrace AI-native…
Building AI for Humans · 3 minJul 17, 2025For decades, there’s been a prevailing belief in engineering leadership: hire more senior people, and your platforms will get better. More experience. More reliability. Fewer mistakes. But if there’s one thing AI is forcing us all to do, it’s question old assumptions—and this is…
Building AI for Humans · 4 minAug 02, 2025#PFIkigai #AIatPF #HumanPoweredAI #IkigaiSeries When I first read the now classic Harvard Business Review piece, “Roaring Out of Recession,” I bookmarked one line: “Companies that master the delicate balance between cutting costs to survive today and investing to grow tomorrow…
Building AI for Humans · 3 minAug 28, 2025Walking the Same Trail, Becoming a Different Self Last week, I returned to the same dusty trails I walked years ago. The fences, the winding path, even the quiet rustle of the breeze were unchanged. Yet as my footsteps fell into rhythm, one truth became clear: the trail is the…
Building AI for Humans · 3 minSep 27, 2025Every gym has three kinds of people. And if you’ve been around AI long enough, you’ll notice the same patterns play out in our industry. The Disciplined Regulars: Muscle Built Slowly, Not Overnight The people who get results at the gym aren’t the ones who come once in a while…
Building AI for Humans · 2 minOct 01, 2025Electricity didn’t change the world because of lightbulbs. It changed the world because leaders had the vision (and courage) to build power plants, lay down grids, and wire entire cities before most people even understood why. AI today is at the same point. The technology works.…
Building AI for Humans · 2 minOct 16, 2025I recently came across an article about a well-meaning but poorly thought-out infrastructure experiment in Malaysia. The idea? “Illuminated roads” — glow-in-the-dark highways designed to reduce electricity use while increasing safety. It sounded like a cool tech solution. Low…
Building AI for Humans · 3 minNov 02, 2025Every CTO I’ve spoken to in the past 12 months has said the same thing: “We know AI is here. We just don’t know how to move forward.” They’ve got board pressure, investor curiosity, and vendor noise — all converging into one loud, chaotic chorus promising “AI transformation.”…
Building AI for Humans · 4 minNov 08, 2025There’s a lot of excitement (and noise) right now around AI. Every boardroom slide, investor deck, or company all-hands seems to include the word “AI-powered” somewhere. But here’s the hard truth: most companies don’t know where they are on their AI journey — and that’s exactly…
Building AI for Humans · 3 minNov 13, 2025Over the past year, I’ve had countless conversations with founders, CTOs, and board members across the Middle East about their AI ambitions. The story is often the same — they know AI is here, they know they can’t afford to ignore it, and yet they don’t know where to start. Most…
Building AI for Humans · 3 minNov 29, 2025By Himanshu Niranjani I have sat in countless boardrooms across the Middle East over the last year. The energy is undeniable. The mandate from the board and the shareholders is clear: "We need AI. Now." But when I look under the hood of most enterprise engineering teams, I don’t…
Building AI for Humans · 4 minDec 16, 2025By Himanshu Niranjani Walk into any boardroom or executive dinner in Dubai or Riyadh right now, and you will hear two conflicting whispers. The first is the fear of missing out: "We need an AI strategy immediately." The second is the growing skepticism: "Is this all just a…
Building AI for Humans · 3 minDec 24, 2025By Himanshu Niranjani We are living through a strange paradox in the technology world. On one hand, we see headlines about companies trading thousands of human roles for "AI Agents." On the other, we see the executives of those same companies admitting that trust in these models…
Building AI for Humans · 3 minJan 05, 2026By Himanshu Niranjani The headlines this week have been dominated by a clash of generations. Yann LeCun—a Turing Award winner and indisputable "Godfather of AI"—publicly called out his new boss at Meta, Alexandr Wang, as "inexperienced". To the casual observer, this looks like…
Building AI for Humans · 3 minFeb 18, 2026The technology market is currently vibrating with a level of volatility we haven't seen in decades. While models like Claude Sonnet 4.6 are wreaking havoc on traditional engineering workflows—writing better code, faster, and with more "reasoning" than many mid-level developers—a…
Building AI for Humans · 3 minMar 24, 2026We are living through one of the loudest, most chaotic moments in the history of enterprise technology. Right now, in boardrooms across the globe, the mandate is identical: Deploy AI immediately. Drive exponential growth. Do not get left behind. The pressure is immense, but the…
Building AI for Humans · 2 minReal engagement learnings, not generic AI thought leadership. We publish when there's something worth saying — and stay quiet when there isn't.