Don’t Ship Broken AI: A Product Playbook for Reliable Machine Learning

Leadership with Vision: Two Worlds, One Mastermind

Unlock the secrets of B2B marketing with Wesley Hoang, founder of Cymate! In this insightful interview, we dive into effective cold outreach strategies and the role of AI in transforming marketing efforts. Key takeaways: Discover how Cymate specializes in B2B marketing, focusing on tech companies. Learn about the importance of cold outreach and how it can scale your business. Explore the integration of AI in automating backend processes and enhancing efficiency. Understand the significance of building a strong brand and community in the agency space. Timestamps: 00:00 Introduction 00:29 Wesley's background and focus 01:42 The challenges of running two companies 02:39 How Cymate supports Agency Workplaces 04:01 Using AI for marketing 06:51 The role of human interaction in marketing 09:03 Targeting the right clients 10:05 The value proposition for agencies 12:44 Building trust and credibility 20:21 Cold outreach methods 24:30 The importance of data in targeting 30:25 How to adopt AI in business What's your biggest challenge with B2B marketing? Drop it in the comments! Subscribe for insights on intersection of AI and B2B strategies. #B2BMarketing #ColdOutreach #AIinMarketing Wesley's LinkedIn: https://www.linkedin.com/in/heywesley/ [https://www.linkedin.com/in/heywesley/] Wesley's YouTube channel: https://www.youtube.com/channel/UCfcH50R3vRmEBj90uI24pBQ [https://www.youtube.com/channel/UCfcH50R3vRmEBj90uI24pBQ]

Can AI Prevent Crime? Inside Next-Gen Physical Security

Artificial Intelligence is rapidly reshaping the physical security industry, from surveillance cameras to real-time threat detection. In this episode, Uday Kiran Chaka, Founder & CEO of Smart Sentry AI, shares how a personal security incident inspired him to build an AI-powered security platform designed to prevent crime, reduce false alarms, and improve public safety. We explore how AI outperforms human monitoring when analyzing security camera footage, why false positives and false negatives are one of the biggest challenges in AI security systems, and why human oversight remains critical in high-stakes environments. Uday explains how Smart Sentry AI integrates with existing security infrastructure, lowers operational costs, and uses psychological and behavioral insights to strengthen crime prevention. This conversation is essential viewing for anyone interested in: AI in physical security & surveillance Crime prevention technology AI + human collaboration Enterprise and city-scale security solutions The future of safety, privacy, and automation Key Topics Covered: AI vs human monitoring in surveillance False positives vs false negatives in security systems Human-in-the-loop AI models Cost reduction with AI security platforms Privacy, ethics, and responsible AI Building safer communities with technology 🔔 Subscribe for more conversations on AI, technology, startups, and real-world business impact.

Inside $100M+ family office investments

How do $100M+ family offices really think about AI, startup investing, and generational wealth, and what do founders need to understand BEFORE ever pitching them? In this powerful episode of AI for Business, host Sarah Hajipour sits down with Jimmy Egas — global family office advisor at Presto & Partner — to break down the hidden world of ultra-high-net-worth investors and how they’re shaping the future of AI, capital allocation, and global markets. Jimmy reveals what most founders never hear: Family offices are not VCs. They don’t chase fast returns. They don’t operate on 5–7 year cycles. They don’t invest because they “have to deploy.” They invest because of values, legacy, reputation, and long-term strategy. If you’re a founder building in AI, deep tech, energy, cybersecurity, health, wellness, or infrastructure — this episode is your shortcut into the world of private wealth, global influence, and long-horizon investing. 🔥 In This Episode, You’ll Learn: 💰 Family Offices vs VCs: What’s Actually Different • Why VCs chase fast returns but family offices care about generational outcomes • Why most early-stage founders are “too early” for family offices • When founders SHOULD approach a family office — and when they absolutely shouldn’t 🧠 How the Ultra-Wealthy Think About AI • Where family offices are investing in 2025: AI infrastructure, data centers, energy, robotics, cybersecurity • The “casino analogy” — and why smart investors prefer to own the casino, not play the slot machines • Why AI infrastructure is becoming the next trillion-dollar wealth driver 🌍 Global Wealth Trends • Why investors are moving capital to regions like Dubai, Riyadh, Zurich, Singapore, Norway & Greece • How global tax strategy, energy costs & longevity trends drive investment decisions • What wealthy families want more than anything: health, lifestyle, community, purpose 🚀 For Founders: How to Actually Get in the Room • How to find family offices in real life (not theory) • How to build trust when you’re NOT raising yet • Why traction & sales outperform any pitch deck • The real reason most startups fail (team misalignment + no revenue obsession) 👤 About Jimmy Egas Jimmy works with single family offices, UHNW families, and global private investors across New York, Zurich, Riyadh, Dubai, London, Singapore, and Los Angeles. Through Presto & Partner, he helps bring together capital allocators, high-growth companies, institutional investors, and global leaders through premium family office forums. He is also a former founder, operator, athlete, and advisor to growth-stage teams — giving him a uniquely holistic perspective on wealth, innovation, and people. 🔗 Connect with Jimmy Egas • LinkedIn: search “Jimmy Egas Presto & Partner” • Email: jimmy.egas@prestoandpartner.com [jimmy.egas@prestoandpartner.com] ⭐ Who This Episode Is For: This conversation will deeply serve: • AI founders • Startup founders (seed → Series C) • Operators building in tech, infra, or health • Angel investors & VCs • Family office executives & allocators • Anyone curious about AI’s impact on global wealth If you want to understand the real forces shaping AI, capital, and innovation, this episode is a must-listen. 🎧 Support the Show If you enjoy this conversation, please subscribe, rate, and share AI for Business — it helps us reach more founders, operators, and future builders.

Don’t Ship Broken AI: A Product Playbook for Reliable Machine Learning

Why do so many AI projects stall in notebooks—and what actually gets models into real-time production with measurable ROI? In this episode, Tanu Chellam, SVP of product at Seldon.io [http://Seldon.io] breaks down the no-BS path to deploy, monitor, and scale ML at enterprise level.. You’ll learn: * The shift from “chatbot = AI” to real MLOps and why that matters * The true cost of latency and late model releases (FS, e-commerce, manufacturing, healthcare) * Why models get stuck in notebooks—and the playbook to ship anyway * MLOps maturity signals: team, skills (Kubernetes/infra + ML), and tooling * Human-in-the-loop vs. person-in-the-middle (and when to use which) * Model monitoring 101 for execs: uptime/SLA vs. drift, bias, outliers, explainability * Hiring sequence: DevOps→Data Science (reuse models) vs Data Science→DevOps (build from scratch) * How to “win enterprise AI”: champions, partnerships, evolving product-market fit * 3 enterprise AI wins right now: fraud detection, recommendation engines, expert AI agents for support A quick learning point not mentioned in the chat: "Human In The Loop" is an AI concept and "Man In The Middle" is a cyber security term! About Tanu: She is Top 30 Women in Product, YWCA Silicon Valley Tribute to Women and PMF with 20+ yrs of experience currently SVP of AI products in Seldon.io [http://Seldon.io], HBS-trained technical product leader; ex-Autodesk, HPE, Oracle. She is an advisor with Techstars, IoT Tribe, and gov programs such as UK APPG AI, Singapore GovTech, and a Chairperson of the Board at Atlas Rosetta. About Seldon.io [http://Seldon.io]: Since 2014, Seldon has built enterprise infrastructure to deploy, manage, and scale ML with flexibility, observability, and cost-efficient modularity—so AI drives real business impact. Connect with Tanu: 🔗 LinkedIn: / tanuchellam [https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbnJLMTYyM1FPOTQtZXl3VjVfU0lNdlROejktQXxBQ3Jtc0ttV0t6bk1lWUNaOUE3Zk0zZHRfTkpybm1NZnJ2ZkRHcy1VallHXzBCSm5TdHhkb3d5c0FtY011RmlBS3Zkd3R4eUhzMy1QY2pEc3J6RXd6c2FfY21zRjRDRzhOY0JWNVQ0SXIyai1FR1NTTFV6XzRuVQ&q=https%3A%2F%2Fwww.linkedin.com%2Fin%2Ftanuchellam%2F&v=XPdFODzz47c]🌐 Atlas Rosetta: https://atlas-rosetta.com/ [https://atlas-rosetta.com/] 🤝 EntorCruise (search “Tanu”): http://entorcruise.com/ [http://entorcruise.com/] Learn more about Seldon: 🌐 https://www.seldon.io/ [https://www.seldon.io/]

Python in Prod: 10× Faster, Zero-Refactoring with Codeflash.ai

CodeFlash .ai is your AI-powered Python performance optimizer. It automatically rewrites and accelerates any Python codebase, speeding up major platforms like Pydantic, Hugging Face & Roboflow. With CodeFlash, every pull request becomes an expert performance review while your team ships high-speed features, keeps costs down and your product always stays rock-fast. Founder and CEO, Saurabh Misra's Linkedin: / saurabh-misra [https://www.linkedin.com/in/saurabh-misra/] Saurah's email :saurabh@codeflash.ai [saurabh@codeflash.ai] Saurabh's Github: misrasaurabh1.github.io/ [http://misrasaurabh1.github.io/] CodeFlash's website: https://www.codeflash.ai [https://www.codeflash.ai]