AI in production: Managing capacity with flow control
What do you need to take your LLM based product from demo to production?
Whether it's a core part of your functionality or a behind-the-scenes helper, if you're building right now, you're probably building with AI. AI offers so much functionality to your product that it has become almost expected. In our [2026 benchmark survey](/blog/ai-in-production-report-2026?ref=blog-manage-capacity-ai), 68% of teams running async workflows in production reported building AI workflows—and only 19% were very confident their stack could handle 2–3× scale.
Learn more about AI in production: Managing capacity with flow control in our guide today.