Hyperplane

76% of ML projects never make it to production. Months of work go into deployment, yet teams still find themselves stuck and each failed attempt costs companies an average of $300,000. We’ve spent over 12 years in the trenches—deploying LLMs, RAGs, speech-to-text, and full AI pipelines for real-world applications. Along the way, we learned hard lessons that every AI team needs to know. So we built this newsletter as the guide we wish we had. Each week, we send: ✅ The real reasons AI deployments fail—and how to fix them ✅ Battle-tested ML architectures that actually work ✅ Behind-the-scenes case studies from $100M+ in AI projects Because AI isn’t real until it’s running in production. 🚀 Let’s get you there.