『AI Heroes & Headaches』のカバーアート

AI Heroes & Headaches

AI Heroes & Headaches

著者： Vivienne Wei
無料で聴く

I’ve seen AI deliver million-dollar breakthroughs and I’ve seen it crash and burn.

I’m Vivienne Wei, COO of Salesforce Unified Agentforce Platform. I’m pulling back the curtain on the wins, the flops, and the leadership calls that make or break AI transformation.

Each episode, I sit down with executives and builders in the trenches of AI from unicorn founders to Fortune 100 CTOs. They’ll share what worked, what failed, and what they’d never do again.

No hype. No doomscrolling. Just the unfiltered playbook for leading—and surviving—in the age of AI.

Your next AI hero story or headache might be right here.

Copyright 2025 All rights reserved.
エピソード
  • AI Powered Strategy for CEOs to Build Flow Based, Future Ready Companies with Vala Afshar

    AI Powered Strategy for CEOs to Build Flow Based, Future Ready Companies with Vala Afshar
    2026/03/13
    In this episode of AI Heroes & Headaches Podcast, host Vivienne Wei sits down with Vala Afshar, Chief Digital Evangelist at Salesforce, for a thought-provoking conversation on what it truly means to build the Agentic Enterprise. Drawing from his journey as an engineer, CMO, bestselling author, and global technology leader, Vala shares that the greatest barrier to AI transformation isn’t the technology itself, it's the siloed mindset that traps data and limits organizational flow. Through real world examples from Salesforce’s own evolution, he explains how the shift from software as a tool to software as digital labor enables enterprises to operate at unprecedented scale, eliminating “leads on the ground” and unlocking new forms of productivity. He also highlights how agentic AI can identify organizational waste and remove hidden blockages, helping companies function more like living, flow based systems where value moves efficiently across the business Expect to Learn - AI transformation succeeds when organizations dismantle siloed mindsets, allowing data to flow freely across systems so agents can operate with shared context and unlock trapped enterprise value. - Digital labor extends human capability by eliminating “leads on the ground,” scaling decision-making, and enabling hybrid human AI teams to co-create value at the speed of need. - Distinguishing waste from cost empowers leaders to use agentic AI with surgical precision identifying blockages, reallocating resources effectively, and strengthening the circulatory system of the business. - First-principles leadership transforms CEOs from “cooks” following outdated recipes into “chefs” who experiment with new AI ingredients, embrace original mistakes, and build adaptable, future-ready enterprises. Episode Highlights and Timestamps: [00:00] - Teaser [01:15] - Introduction to the Agentic Enterprise Vivienne welcomes Vala Afshar and sets the stage for discussing AI transformation, leadership, and the shift toward the Agentic Enterprise. [01:45] - Vala’s Journey: From Immigrant to Digital Evangelist Vala shares his personal journey from being an immigrant refugee to an electrical engineer, CMO, and Chief Digital Evangelist at Salesforce. [05:23] - Shifting from “Capture and Protect” to Knowledge Sharing Vala explains how moving away from a “silo mentality” to sharing knowledge helped transform his career and led to Salesforce’s success. [07:41] - AI and Human Collaboration: Amplifying Human Potential Vala discusses how AI amplifies human capability, acting as digital labor that scales decision-making and supports employees in various roles. [08:53] - Generosity and Knowledge Sharing for Career Growth Vala reflects on how generosity, sharing knowledge, and creating transparency are key to earning respect and achieving career success. [11:34] - Trust and Transparency: Building Resilient Leadership Vala talks about how trust and transparency contribute to resilient leadership and the importance of honesty in shaping effective teams. [12:43] - Salesforce’s Culture of Belonging and Fun Vala shares why Salesforce’s unique culture, focused on purpose and belonging, drives employee engagement and business success. [16:53] - Anti-Silo Mindset: The Foundation of Boundless Vala explains the anti-silo mindset from his book Boundless and how it has helped organizations break barriers and unlock their full potential. [23:03] - AI in Action: Removing Blockages and Scaling Operations Vala discusses how AI-powered systems remove operational bottlenecks, allowing companies like Salesforce to scale beyond traditional human limitations. [32:29] - The Future of CEOs: Adapting to AI and First-Principles Thinking Vala advises CEOs to shift from following “recipes” to becoming chefs, embracing first-principles thinking and experimenting with new AI technologies. 🔗 Follow the Guest, Vala Afshar: 👉 LinkedIn: https://www.linkedin.com/in/valaafshar 👉 Instagram: https://www.instagram.com/vafshar2012 👉 Facebook: https://www.facebook.com/vala.afshar.1 🔗 Follow the Guest’s Company: 👉 LinkedIn: https://www.linkedin.com/company/salesforce/ 👉 Website: https://www.salesforce.com/ap/ 🔗 Follow the host, Vivienne Wei: 👉 LinkedIn: https://www.linkedin.com/in/weivivienne/ 👉 Website: https://www.theviviennewei.com/ 👉 Facebook: https://www.facebook.com/vivienne.c.wei 🔗 Listen to AI Heroes & Headaches on your favourite platform: 👉 YouTube: https://www.youtube.com/@theviviennewei 👉 Spotify: https://open.spotify.com/show/6VdE8SqhZhhLHexxzx3gfB?si=f74b0ad0bf2549e4 👉 Apple Podcast: https://podcasts.apple.com/us/podcast/ai- heroes- headaches/id1832607443 You will love this podcast if you like shows such as Founders, Acquired, Diary of a CEO, Joe Rogan and topics surrounding Elon Musk, Sam Altman, ChatGPT.
    続きを読む 一部表示
    40 分
  • AI Success at Scale for CIOs to Achieve with Intelligent Context and Clean Data with Ravi Loganathan

    AI Success at Scale for CIOs to Achieve with Intelligent Context and Clean Data with Ravi Loganathan
    2026/02/27
    In this episode of AI Heroes & Headaches Podcast, host Vivienne Wei sits down with Ravi Loganathan, He is the EVP of Salesforce Data 360, for a compelling conversation on how enterprises can evolve toward the Agentic Enterprise where AI operates as an integrated, intelligent system embedded across business workflows. Drawing on decades of experience building distributed systems at scale, Ravi Loganathan explains why sustainable AI transformation depends on context integrity, data fluidity, governance, and strong systems thinking. Through real- world enterprise examples spanning customer support, financial services, and personalized digital experiences, he illustrates how AI, when grounded in trusted data and disciplined architecture, can elevate decision-making, enhance operational efficiency, and amplify human capability across the organization. Expect to Learn - AI becomes transformative when grounded in context integrity, ensuring agents operate with clarity of purpose, personal awareness, and trusted enterprise knowledge to deliver reliable outcomes at scale. - Intelligent personalization powered by AI elevates every interaction, dynamically adapting responses and digital experiences based on identity, intent, and real- time enterprise signals. - Systems thinking turns AI into a durable enterprise capability, with disciplined design, governance, reliability, and performance foundations that support production- grade scale. - Strategic deployment of AI agents addresses organizational scarcity of time, talent, and complexity while balancing agent economics to create measurable, sustainable business value. Episode Highlights and Timestamps: [00:00] - Teaser [01:58] - Ravi Loganathan Career Journey and Path to Salesforce Data Cloud Introduction and set the stage for a discussion on his journey from building large-scale distributed systems to leading Salesforce Data Cloud and driving enterprise AI transformation. [04:03] - What Does Running Salesforce Data Cloud Really Mean? Simplifying the role and mission, leading to a clear articulation of how the organization helps customers better understand and serve their audiences [06:10] - What’s the Biggest AI Headache for CIOs? The conversation shifts to enterprise AI adoption, focusing on the core challenges CIOs face when moving from experimentation to production-scale deployment. [08:05] - What Does “Context” Actually Mean? Following the introduction of “context integrity,” a deeper exploration of how knowledge, persona, and judgment shape effective AI systems. [11:29] - Human Speed, Machine Scale, and System Design Building on the discussion of context, the conversation moves toward scalability, examining how AI systems must extend beyond LLMs into holistic enterprise architecture. [17:08] - Intelligent Context and Making Complex Content Useful Reflecting on examples like lengthy manuals and complex documentation, highlighting the importance of structuring information to serve specific personas and objectives. [18:33] - How Does Salesforce.com Know Who I Am? Examines how AI-powered agents dynamically adapt to user identity, intent, and interaction signals to deliver personalized support experiences. [22:02] - Data Journeys, Successes, and Roadblocks The discussion turns to enterprise execution, exploring how CIOs are navigating diverse technology stacks, data integration, and production readiness. [29:13] - Agent Economics, Silos, and Vibe Coding Risks Raises critical considerations around governance, security, agent economics, and the operational discipline required to move beyond rapid prototyping. [42:30] - The Most Overrated Trend and the Critical Skill for CIOs The episode closes with leadership reflections on AI trends and the essential skill of systems thinking that enables sustainable enterprise impact. 🔗 Follow the Guest, Ravi Loganathan: 👉 LinkedIn: https://www.linkedin.com/in/raveendrnathan 🔗 Follow the Guest’s Company: 👉 LinkedIn: https://www.linkedin.com/company/salesforce/ 👉 Website: https://www.salesforce.com/ap/ 🔗 Follow the host, Vivienne Wei: 👉 LinkedIn: https://www.linkedin.com/in/weivivienne/ 👉 Website: https://www.theviviennewei.com/ 👉 Facebook: https://www.facebook.com/vivienne.c.wei 🔗 Listen to AI Heroes & Headaches on your favourite platform: 👉 YouTube: https://www.youtube.com/@theviviennewei 👉 Spotify: https://open.spotify.com/show/6VdE8SqhZhhLHexxzx3gfB?si=f74b0ad0bf2549e4 👉 Apple Podcast: https://podcasts.apple.com/us/podcast/ai- heroes- headaches/id1832607443 You will love this podcast if you like shows such as Founders, Acquired, Diary of a CEO, Joe Rogan and topics surrounding Elon Musk, Sam Altman, ChatGPT.
    続きを読む 一部表示
    46 分
  • The Strangler Fig Strategy: Bypassing Legacy Debt to Build the Agentic Enterprise

    The Strangler Fig Strategy: Bypassing Legacy Debt to Build the Agentic Enterprise
    2026/02/06
    In this episode of AI Heroes & Headaches, host Vivienne Wei welcomes Martin Hofmann Former CIO of Volkswagen, a key leader at Salesforce and Volta Trucks, Author of The Agentic Enterprise (coming on Feb 14), Board Member and Advisor, unfiltered conversation on why most AI transformations fail before they ever scale. Drawing on decades of experience across global enterprises, high-growth technology companies, and startups, Martin challenges the prevailing “build-first” mindset and makes a compelling case for a design-led approach to agentic AI. The discussion explores why governance, trust boundaries, and expert judgment matter more than speed, how organizations can modernize without dismantling legacy systems, and why successful AI adoption is ultimately a leadership and operating-model challenge not a technology one Expect to Learn - How the 80/20 principle of agentic AI transformation spending 80% of the effort on design, governance, trust boundaries, and human-agent collaboration, and 20% on building creates the foundation for scalable, high-impact outcomes. - Why agentic AI represents an adaptive leadership opportunity, requiring organizations to evolve ownership, accountability, and operating models rather than treating agents as traditional IT tools. - How positioning AI agents as digital teammates guided by experts enables stronger collaboration between IT and line-of-business teams throughout design, testing, and continuous optimization. - Practical leadership guidance on where to start: focusing on low-risk, high-upside use cases, moving quickly once the design is right, and fostering a culture of curiosity and continuous learning Explore The Agentic Enterprise by Martin Hofmann for a design-led blueprint on scaling agentic AI with confidence. Coming on 14 February 2026: https://www.amazon.com/Agentic-Enterprise-Building-Organizations-Autonomously-ebook/dp/B0G8673JCJ Episode Highlights and Timestamps: [00:00] - Teaser [01:13] – Welcome & Framing the Conversation Vivienne Wei welcomes Martin Hofmann and sets the context for agentic AI, leadership, and enterprise transformation. [01:24] – Martin Hofmann’s Journey Across Enterprise, Tech, and Startups Vivienne invites Martin to reflect on his journey from Volkswagen CIO to Salesforce SVP, startup CTO, and advisor. [03:36] – Why Operating Models and People Drive Transformation Vivienne highlights the role of governance, operating models, and people in driving scalable change. [04:00] – Why Martin Wrote The Agentic Enterprise Vivienne asks what inspired Martin to write a leadership blueprint for AI-driven organizations. [06:20] – How Leaders Modernize Without Replacing Legacy Systems Vivienne asks how modern CIOs can make the leap to agentic AI while working with deep legacy environments. [08:08] – Balancing Speed and Thoughtful Design in AI Adoption Vivienne probes the risks of moving too fast or too slow in AI transformation. [11:43] – Applying the 80/20 Rule to Data and AI Readiness Vivienne reframes data readiness through the 80/20 lens and asks how leaders should approach it. [15:42] – The Agent Factory Model for Scaling Agentic AI Vivienne asks how organizations can involve people and scale agentic AI effectively across teams. [23:24] – The 80/20 Leadership Principle for Agentic AI Success Vivienne ask Martin’s top guidance for CIOs and CEOs starting their agentic AI journey [25:44] – Closing Reflections and Where to Find the Book Vivienne thanks Martin and shares where listeners can find The Agentic Enterprise. 🔗 Follow the guest, Martin Hofmann: 👉 LinkedIn: https://www.linkedin.com/in/martin-hofmann-4b90405/ 🔗 Follow Guest’s Companies: Salesforce: https://www.linkedin.com/company/salesforce/ Lakestar: https://www.linkedin.com/company/lakestar-vc/ Upstream Security: https://www.linkedin.com/company/upstream-security/ Volkswagen Group: https://www.linkedin.com/company/volkswagen-group/ Volta Trucks: https://www.linkedin.com/company/voltatrucks/ 🔗 Follow the host, Vivienne Wei: 👉 LinkedIn: https://www.linkedin.com/in/weivivienne/ 👉 Website: https://www.theviviennewei.com/ 👉 Facebook: https://www.facebook.com/vivienne.c.wei 🔗 Listen to AI Heroes & Headaches on your favourite platform: 👉 YouTube: https://www.youtube.com/@theviviennewei 👉 Spotify: https://open.spotify.com/show/6VdE8SqhZhhLHexxzx3gfB?si=f74b0ad0bf2549e4 👉 Apple Podcast: https://podcasts.apple.com/us/podcast/ai-heroes-headaches/id1832607443 You will love this podcast if you like shows such as Founders, Acquired, Diary of a CEO, Joe Rogan and topics surrounding Elon Musk, Sam Altman, ChatGPT.
    続きを読む 一部表示
    27 分
adbl_web_anon_alc_button_suppression_t1
まだレビューはありません