---
title: "Before An AI Agent Answers: SereneDB And The 20-Million-Request Problem"
date: 2026-10-23
source: http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6adb6d9728174d5082ce947e8a84bb41&url=https%3a%2f%2fwww.forbes.com%2fsites%2fguneyyildiz%2f2026%2f10%2f23%2fbefore-an-ai-agent-answers-serenedb-and-the-20-million-request-problem%2f&c=3322861296345081634&mkt=en-us
description: "An enterprise agent can fail or run up an unbudgeted bill before the language model writes a word. Berlin startup SereneDB is betting that fusing search and analytics can tame both the evidence ..."
---

# Before An AI Agent Answers: SereneDB And The 20-Million-Request Problem

An enterprise agent can fail or run up an unbudgeted bill before the language model writes a word. Berlin startup SereneDB is betting that fusing search and analytics can tame both the evidence ...

*Published: 2026-10-23*