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85% Adopt AI. Only 5% Reach Production. Here's Why | LFC Ep. 265 Most AI projects die between the demo and the deadline. Hemang Upadhyay has spent 16 years figuring out exactly why — and what to do instead. If your organization has launched an AI pilot that never made it to production, this episode is the diagnosis you've been missing. In this episode: • Why 85% of organizations adopt AI but only 5% successfully reach production — and what Gartner says happens by 2027 • The single most important factor in pilot-to-production failure (it's not the technology or the data) • What "production-ready AI" actually means in practice, and the three measurement layers every enterprise needs before scaling • How localization and language companies specifically should sequence their AI integration — including what to build before you touch a model • Why democratized AI tools have changed the relationship between employees and IT departments forever • The open-source community Hemang is building to help small and medium businesses access enterprise-grade AI at a fraction of the cost Hemang Upadhyay is a Senior Manager of Product Management with over 16 years of experience spanning enterprise AI, digital commerce, product data governance, and AI-enabled customer experience. His specific focus is on building AI that is measurable, governed, and actually stays in production — not just impressive in a demo. Beyond his enterprise career, Hemang contributes independently to the product and AI community through his platform at hemangai.com, recent TED Talk appearances, and live panel coverage across the US and India. Chapters: 0:00:00 Introduction & Welcome 0:04:15 Hemang's Origin Story: From Developer to Product Leader 0:09:30 Public Speaking, TED Talks & Building a Public Voice 0:14:00 What Production-Ready AI Actually Means 0:21:30 The Pilot-to-Production Crisis: Stats, Causes & Fixes 0:33:00 Is AI Overhyped? The Sugar Rush Debate 0:41:00 How to Measure AI That Actually Creates Value 0:50:30 Advice for Localization Companies Integrating AI 0:58:00 One Thing to Do Before Any AI Initiative 1:02:00 Where to Find Hemang & Final Thoughts Connect with Hemang Upadhyay: LinkedIn: https://www.linkedin.com/in/hemang-up/ Website: https://www.hemangai.com/ GitHub: https://github.com/Hemang-ai/ Open Source Project (OpenChat): https://github.com/Hemang-ai/OpenChat Join the LFC AI Exchange — a free, global virtual networking group meeting Fridays at 9am ET. 120+ members sharing practical AI use cases. No sales, no infomercials. DM Robin to join. 🎙️ The Localization Fireside Chat | 265 episodes | 200K downloads | Hosted by Robin Ayoub 📖 Show notes & transcripts: robinayoub.blog 🎧 Available on Spotify, Apple Podcasts, and everywhere you listen More Related Tags: 85% Adopt AI, 5% Production, AI Adoption, AI Transformation, AI Implementation, Artificial Intelligence, AI Strategy, Enterprise AI, AI in Business, AI Adoption Challenges, AI Deployment, AI Productivity, Digital Transformation, Business Innovation, AI Leadership, Generative AI, AI Technology, Future of AI, AI Trends, LFC Ep 265 #aiadoption #artificialintelligence #aitransformation #aiimplementation #aiinbusiness #generativeai #aiproduction #enterpriseai #aileadership #digitaltransformation #aiinnovation #futureofai #businessai #aitrends #aistrategy #techleadership #aiautomation #leadership

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