---
format: "aidr-story-markdown/v1"
id: "51ff5cbd422c2fff6a562ae31bade9fc6783675fe6f36e22d001447f9b671384"
canonical_url: "https://aidr.today/51ff5cbd?lang=en"
title: "Benchmarking retrieval for agents on messy real-world company knowledge"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-10-02T13:37:18.000Z"
category: "Data"
topics: ["agent","data-engineering"]
source_urls: ["https://www.kapa.ai/blog/company-knowledge-bench","https://news.ycombinator.com/item?id=49933381"]
summary: "Introducing Company Knowledge Bench"
---

# Benchmarking retrieval for agents on messy real\-world company knowledge

> [Open the canonical story](<https://aidr.today/51ff5cbd?lang=en>)

**Published:** 2026-10-02T13:37:18.000Z
**Category:** Data
**Topics:** agent, data\-engineering

## Summary

Introducing Company Knowledge Bench

## Sources

- [Story source](<https://www.kapa.ai/blog/company-knowledge-bench>)
- [Discussion](<https://news.ycombinator.com/item?id=49933381>)