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

- Source: Forbes
- Published: 2026-10-23T13:51:38+00:00
- Category: Business
- Original: https://www.forbes.com/sites/guneyyildiz/2026/10/23/before-an-ai-agent-answers-serenedb-and-the-20-million-request-problem/
- Canonical: https://groundlevelnews.com/story/before-an-ai-agent-answers-serenedb-and-the-20-million-request-problem-64974d/

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 problem and the request flood.

_Ground Level News shows a short summary only; the full article and all rights belong to Forbes._