How can businesses go beyond using AI for incremental efficiency gains to create transformative impact? I write from the World Economic Forum (WEF) in Davos, Switzerland, where I’ve been speaking with many CEOs about how to use AI for growth. A recurring theme is that running many experimental, bottom-up AI projects — letting a thousand flowers bloom — has failed to lead to significant payoffs. Instead, bigger gains require workflow redesign: taking a broader, perhaps top-down view of the multiple steps in a process and changing how they work together from end to end. Consider a bank issuing loans. The workflow consists of several discrete stages: Marketing -> Application -> Preliminary Approval -> Final Review -> Execution Suppose each step used to be manual. Preliminary Approval used to require an hour-long human review, but a new agentic system can do this automatically in 10 minutes. Swapping human review for AI review — but keeping everything else the same — gives a minor efficiency gain but isn’t transformative. Here’s what would be transformative: Instead of applicants waiting a week for a human to review their application, they can get a decision in 10 minutes. When that happens, the loan becomes a more compelling product, and that better customer experience allows lenders to attract more applications and ultimately issue more loans. However, making this change requires taking a broader business or product perspective, not just a technology perspective. Further, it changes the workflow of loan processing. Switching to offering a “10-minute loan” product would require changing how it is marketed. Applications would need to be digitized and routed more efficiently, and final review and execution would need to be redesigned to handle a larger volume. Even though AI is applied only to one step, Preliminary Approval, we end up implementing not just a point solution but a broader workflow redesign that transforms the product offering. At AI Aspire (an advisory firm I co-lead), here’s what we see: Bottom-up innovation matters because the people closest to problems often see solutions first. But scaling such ideas to create transformative impact often requires seeing how AI can transform entire workflows end to end, not just individual steps, and this is where top-down strategic direction and innovation can help. This year's WEF meeting, as in previous years, has been an energizing event. Among technologists, frequent topics of discussion include Agentic AI (when I coined this term, I was not expecting to see it plastered on billboards and buildings!), Sovereign AI (how nations can control their own access to AI), Talent (the challenging job market for recent graduates, and how to upskill nations), and data-center infrastructure (how to address bottlenecks in energy, talent, GPU chips, and memory). I will address some of these topics in future posts. [Original text: https://lnkd.in/gbiRs2mi ]
Leadership
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IndiGo (InterGlobe Aviation Ltd) CRISIS WASN’T IN THE SKIES. IT WAS IN THE LEADERSHIP CABIN. Three things stood out. One: Employees were left alone to face furious customers. No leader should ever let that happen. If you don’t stand by your people in a storm, don’t expect them to stand by your customers in the sun. Customer experience collapses the moment employees feel abandoned. Two: In any crisis, honesty is the only strategy that works. This time, the communication wasn’t transparent. When leaders hide the full picture, years of goodwill can disappear overnight. A crisis can earn trust, but only if you tell the truth. Three: The belief that “we are too big to be ignored” has ended more companies than competition ever has. Customers always have a choice. And if they don’t, they will create one. We shouldn’t watch the Indigo crisis like spectators. This is a reminder for every leader to build their own crisis blueprint. Because crises will come, when they do, your response becomes your reputation. There is more to business than profits. There are people, trust, and how you show up when it matters most.
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💡 Trust is what happens between the meetings. Not in the agenda. Not in the slides. It’s built in the tiny moments—the hallway chats, the “how’s your dad doing?” check-ins, the post-call laughs. That’s where culture quietly compounds. Remote teams don’t get those moments by accident; you have to engineer them. ✅ Create space for non-work huddles ✅ Check in just to say hi ✅ Celebrate people when no one’s asking you to Because trust isn’t a value on the wall. It’s the feeling people have when the meeting’s over.
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This may be an unpopular opinion but.... the most important characteristics I look for in a leader are vulnerability, empathy, and intuition. Everything else is secondary. Why? ➡️ Hire a leader with empathy because if they can create a culture where your employees are not terrified to fail or make a mistake, that will allow them to be more innovative. At Spanx we had 'oops' meetings where we would go around and talk about a mistake we made that week. Employees (and leadership!) had to stand up and share their biggest screw-ups. It made it to where the fear of embarrassment didn't kill performance. ➡️ Hire a leader who's vulnerable and doesn't feel the need to put on a facade to be taken seriously. When I started Spanx, instead of talking at my customer, I wanted to talk to them. I made myself vulnerable, and I tried to apply that same logic to working with my employees. Vulnerability helps you connect with everyone. Your customers, your employees, even your critics! ➡️ Hire a leader who's in touch with their intuition. Do they know how to listen to their gut? Do they know when to throw out the data and the 'expert opinions'? The Spanx team and I did this in 2019 when picking the famous leather legging as our hero product of the year.... we had no proof that it would create a cult-following but we had a gut feeling and we trusted it. What are your top 3 things you look for in a leader? ⬇️
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This week at Fortune Brainstorm Tech, I sat down with leaders actually responsible for implementing AI at scale - Deloitte, Blackstone, Amex, Nike, Salesforce, and more. The headlines on AI adoption are usually surveys or arm-wavy anecdotes. The reality is far messier, far more technical, and - if you dig into details - full of patterns worth stealing. A few that stood out: (1) Problem > Platform AI adoption stalls when it’s framed as “we need more AI.” It works when scoped to a bounded business problem with measurable P&L impact. Deloitte's CTO admitted their first wave fizzled until they reframed around ROI-tied use cases. ➡️ Anchor every AI proposal in the metric you’ll move - not the model you’ll use. (2) Fix the Plumbing Every failed rollout traced back to weak foundations. American Express launched a knowledge assistant that collapsed under messy data - forcing a rebuild of their data layer. Painful, but it created cover to invest in infrastructure that lacked a flashy ROI. Today, thousands of travel counselors across 19 markets use AI daily - possible only because of that reset. ➡️ Treat data foundations as first-class citizens. If you’re still deferring middleware spend, AI will expose that gap brutally. (3) Centralize Governance, Decentralize Application Nike’s journey is a case study: Phase 1: centralized team → clean infra, no traction. Phase 2: federated into business-line teams → every project tied to outcomes → traction unlocked. The pattern is consistent: centralize standards, infra, and security; decentralize use-case development. If you only push from the top, you have a fast start but shallow impact. Only bottom-up ownership gives depth. ➡️ You can’t scale AI from a lab. It has to live where the business pain lives. (4) Humans are harder than the Tech Leaders agreed: the “AI story” is really a people story. Fear of job loss slows adoption. ➡️ Frame AI as augmentation, not replacement. Culture change is the real rollout plan. (5) Board Buy-In: Blessing and Burden Boards are terrified of being left behind. Upside: funding and prioritization. Downside: unrealistic timelines and a “go faster” drumbeat. Leaders who navigated best used board energy to unlock investment in cross-functional data/security initiatives. ➡️ Harness board FOMO as cover to fund the unsexy essentials. Don’t let it push you into AI theater. (6) Success ≠ Moonshot, Failure ≠ Fatal. - Blackstone's biggest win: micro-apps that save investors 1–2 hours/day. Not glamorous, but high ROI. - Nike's biggest miss: an immersive AI Olympic shoe designer - fun demo, no scale. Incremental productivity gains compound. Moonshots inspire headlines, but rarely deliver durable value. ➡️ Bank small wins. They build credibility and capacity for bigger bets. In enterprise AI, the model is the easy part. The hard part - and the difference between demo and value - is framing the right problem, building the data plumbing, designing the org, and bringing people along.
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I was shadowing a coaching client in her leadership meeting when I watched this brilliant woman apologize six times in 30 minutes. 1. “Sorry, this might be off-topic, but..." 2. “I'm could be wrong, but what if we..." 3. “Sorry again, I know we're running short on time..." 4. “I don't want to step on anyone's toes, but..." 5. “This is just my opinion, but..." 6. “Sorry if I'm being too pushy..." Her ideas? They were game-changing. Every single one. Here's what I've learned after decades of coaching women leaders: Women are masterful at reading the room and keeping everyone comfortable. It's a superpower. But when we consistently prioritize others' comfort over our own voice, we rob ourselves, and our teams, of our full contribution. The alternative isn't to become aggressive or dismissive. It's to practice “gracious assertion": • Replace "Sorry to interrupt" with "I'd like to add to that" • Replace "This might be stupid, but..." with "Here's another perspective" • Replace "I hope this makes sense" with "Let me know what questions you have" • Replace "I don't want to step on toes" with "I have a different approach" • Replace "This is just my opinion" with "Based on my experience" • Replace "Sorry if I'm being pushy" with "I feel strongly about this because" But how do you know if you're hitting the right note? Ask yourself these three questions: • Am I stating my needs clearly while respecting others' perspectives? (Assertive) • Am I dismissing others' input or bulldozing through objections? (Aggressive) • Am I hinting at what I want instead of directly asking for it? (Passive-aggressive) You can be considerate AND confident. You can make space for others AND take up space yourself. Your comfort matters too. Your voice matters too. Your ideas matter too. And most importantly, YOU matter. @she.shines.inc #Womenleaders #Confidence #selfadvocacy
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Stress isn’t always about the thing itself. It’s about our relationship to it. Two leaders can face the exact same challenge — a missed deadline, a difficult board meeting, a team conflict — yet their experience of stress is entirely different. Why? Stress often has less to do with the external event and more to do with the lens through which we view it. 👉 When we label something as unbearable, it grows heavier. 👉 When we approach it as a problem to be solved, it becomes manageable. 👉 When we see it as an opportunity to grow, it can even become empowering. This distinction matters because leaders carry tremendous weight. If everything feels like a “threat,” stress compounds. But if we learn to reframe — to shift our relationship to the pressure — we not only reduce stress, we increase our capacity to lead with clarity and resilience. As an executive coach, I work with clients on this every day. Here are a few practices that make a difference: ✅ Name it clearly. → Is it the situation itself that’s stressful, or the meaning you’ve attached to it? Naming the difference is the first step in reframing. ✅ Shift the narrative. → Instead of asking “Why is this happening to me?”, try “What is this asking of me as a leader?” ✅ Control the controllable. → Stress escalates when we fixate on what’s outside our power. Refocus on the small actions you can take. ✅ Build in recovery. → Even the strongest leaders need rituals that restore — whether that’s exercise, mindfulness, or simply 10 minutes of stillness. The goal isn’t to eliminate stress. The goal is to reshape our relationship to it so it serves us, rather than overwhelms us. Coaching can help; let's chat. Book Your Coaching Discovery Call Today ↳ https://lnkd.in/eKi5cCce Enjoy this? ♻️ Repost it to your network and follow Joshua Miller for more tips on coaching, leadership, career + mindset. #executivecoaching #leadership #mentalhealth #coachingtips #wellness
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Your success as a leader comes down to how well you set others up to succeed. And I’ve gotten this wrong more than once. When onboarding new leaders, I would give them a stack of docs, send them on a listening tour, and check in often. I assumed that was enough. It wasn’t. I gave them information—but not context. And context is what actually drives clarity, confidence, and results. I’ve since rethought my entire approach to onboarding leaders. This year, when two fantastic leaders joined our team, I did something different: spent a week on providing context. No shortcuts. We talked through: Our mission, strategy, and priorities What success looks like in their first 90 days, 6 months, and year What’s worked—and what hasn’t—in these roles before How we’ll share feedback and stay in sync The shift? Less “onboarding” as a task. More “transferring judgment.” We left with shared context. And here’s what’s interesting: the same thing applies when onboarding AI agents. You can’t just dump data into a system and hope it performs. AI needs context too—about your customers, your voice, your goals, and what “good” looks like. Whether you’re onboarding a new employee or a new AI teammate, the principle is the same: Context isn’t a nice-to-have. It’s the difference between getting started and getting results.
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Your leadership team is underperforming. (And cracking the whip harder won't fix it.) Here's what nobody tells you about accountability: The harder you push, the less they deliver. I've watched CEOs destroy their executive teams this way: 🔥 Public callouts in meetings 🔥 Micromanaging every decision 🔥 Threats disguised as "motivation" 🔥 Fear-based deadline pressure Result: Your best leaders become corporate zombies. They show up. They comply. They stop caring. The expensive truth: Fear creates compliance. Clarity creates commitment. And you need commitment to win. Real story from last month: → CEO constantly berated his team for missing targets → 3 VPs quit in 6 months → Company lost $2M in transition costs alone Different CEO, different approach: → Created radical clarity around expectations → Listened without judgment → Built safety to admit mistakes early → Revenue up 40% in 12 months The difference? One used accountability as a weapon. The other used it as a framework for excellence. The 4 frameworks that create compassionate accountability: 1. RACI Matrix - Ends the "whose job is this?" chaos (Everyone knows their lane AND their value) 2. OKRs - Aligns hearts and minds (Shared goals create shared ownership) 3. EOS Accountability Chart - One person, one seat (Clear ownership without overlapping egos) 4. OGSM - Strategy meets reality (No more "I thought you meant..." conversations) But here's the key: These aren't hammers to hit people with. They're maps to help people win. The paradox of leadership: High standards + High support = High performance High standards + Low support = High turnover Your leadership team doesn't need more pressure. They need more clarity. Because when accountability comes from compassion, not control: → Problems get solved, not hidden → Leaders take ownership, not cover → Teams push forward, not back Stop managing through fear. Start leading through frameworks. Your leadership team is capable of greatness. But only if you create the conditions for it. Save this. Share it with your team. Because the best leaders don't create followers. They create owners. And ownership starts with clarity. P.S. Want a PDF of my Accountability Cheat Sheet? Get it free: https://lnkd.in/dpWsuT4b ♻️ Repost to help a CEO in your network. Follow Eric Partaker for more leadership insights. — 📢 Want to lead like a world-class CEO? Join my FREE TRAINING: "How to Work with Your Board to Accelerate Your Company’s Growth" Thu Jul 10th, 12 noon Eastern / 5pm UK time https://lnkd.in/dCJ-nCxM 📌 The CEO Accelerator starts July 23rd. 20+ Founders & CEOs have already enrolled. Learn more and apply: https://lnkd.in/dgRr89bM