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Part 2 of a series on contextual intelligence in leadership. Early in my career, I spent a few years at an offshore consulting firm that served US clients. The operating model was straightforward: you worked with US colleagues on a daily basis, occasionally travelled to work directly with clients, and your reputation was built almost entirely on what you produced. The quality of your frameworks, the sharpness of your analysis, the reliability of your delivery timelines. If yo

Part 1 of a series on what working across five radically different organizations taught me about the real competency behind leadership effectiveness. Within six months of joining a large Indian PSU, I designed and launched their first-ever learning management system. The organization had been trying to build one for years. Multiple attempts, multiple stalls. I came in, mapped the requirements, found the gaps, built the thing, and shipped it. By any conventional measure of fun

How I built and deployed multilingual training simulations in hours, with zero coding experience, zero budget, and zero vendor dependency. Last week, I had never opened GitHub. I didn't know what a repository was. I had never written a line of code, never "deployed" anything, and the phrase "vibe coding" would have drawn a blank stare. Today, I have four fully interactive, production-grade training simulations live on the internet, in three languages, accessible to anyone wit

This is Part 3 of a three-part series for professionals building AI tools without a deep technical background. Part 1 and Part 2 covered how LLMs work, how APIs connect systems, how to engineer prompts, and how RAG grounds AI in your company's knowledge. This piece is about building - translating that foundation into real products, and understanding where the technology is heading next. ----------------------------------------------------------------------------------------

This is Part 2 of a three-part series for professionals building AI tools without a deep technical background. In Part 1 , we covered what LLMs are, how they work, and why they hallucinate. This piece builds directly on that foundation. Knowing what an AI is turns out to be only half the battle. The other half is knowing how to work with one - how to connect it to your systems, how to instruct it precisely enough that it behaves the way your use case demands, and how to give

This is the first in a three-part series for professionals who want to build with AI - without needing a computer science degree. By the end of this series, you'll be able to design, build, and deploy AI-powered tools for your organisation. ----------------------------------------------------------------------------------------------------------------- There's a question that most people are too embarrassed to ask out loud, even as they use ChatGPT daily, sit through AI strat

Why senior hires end up doing the job they just left – and how to make sure it doesn't happen to you     You spend years building a career. You move up, earn the scars, develop judgment that only comes from being in the room when things go wrong. Then you get the call. VP. Director. Head of. The title that signals you've arrived at the level where you stop doing and start leading. Six months in, you're running spreadsheets. You're in every execution meeting. Your calendar loo

Over the past few weeks, I found myself working deeply on a problem that sits at the intersection of strategy, governance, and human capital: how does a large organization systematically build a leadership pipeline that can withstand uncertainty? I was whiteboarding a succession planning and leadership development policy for a heavy industries organization. While I drew from my previous experience of designing a succession planning and leadership development policy for a clie

And what it doesn't (spoilers ahead) My husband introduced me to The Good Wife a few months ago and we catch an episode every day or two. We are about to finish Season 6 (Alicia just withdrew her nomination from the State's Attorney's race), and I've grown to love the twists and turns of the show. One of the standout features of the storyline is shifting alliances at workplace and I couldn't help but draw parallels with the workplaces I've personally observed. The characters

In the past 12 years, I’ve worked across diverse organizations with what many would call "considerable success." My family would testify that I’ve often sacrificed myself willingly and passionately at the altar of work in pursuit of that success. And for the longest time, I believed that effort and excellence naturally translated into recognition and reward. But somewhere along the way, I began to notice an odd dissonance. I saw colleagues rise just as quickly despite visibly

And how L&OD needs to rearchitect a new model for a sustainable future For decades, organizations have operated on a quiet but powerful model of talent development: the apprenticeship ladder. People entered the organizations as juniors, learned through experience, and earned judgment through repetition. Then they became managers by mastering the review layer of the very work they learned to do as a junior, and eventually evolved into leaders who could strategize and steer. It

“If a room only values me for the badge on my chest, then maybe it was never my room to begin with.” This truth hit me years ago, and it...

How to lead with grace when hierarchies, loyalties, and good intentions collide In today’s matrixed organizations, influence travels in...

This week, I’ve been reflecting on some unintentional, embarrassing mistakes. If you're anything like me - someone who replays every faux...

All my life, I have felt a quiet discomfort of being different. Of not being able to find joy and enthusiasm in conversations that most...

We’re told to “find" our voice - as if it's hidden away in some treasure hunt - and once you find it, you're sorted. For life. That once...