Why most AI products fail: Lessons from 50+ AI deployments at OpenAI, Google & Amazon
Aishwarya Naresh Reganti and Kiriti Badam have helped build and launch more than 50 enterprise AI products across companies like OpenAI, Google, Amazon, and Databricks. Based on these experiences, they’ve developed a small set of best practices for building and scaling successful AI products. The goal of this conversation is to save you and your team a lot of pain and suffering. We discuss: 1. Two key ways AI products differ from traditional software, and why that fundamentally changes how they should be built 2. Common patterns and anti-patterns in companies that build strong AI products ver…