---
title: Customers
description: Learn how Qdrant powers thousands of top AI solutions that require vector search with unparalleled efficiency, performance and massive-scale data processing.
caseStudy:
  logo:
    src: /img/customers-case-studies/customer-logo.svg
    alt: Logo
  title: Recommendation Engine with Qdrant Vector Database
  description: Dailymotion leverages Qdrant to optimize its <b>video recommendation engine</b>, managing over 420 million videos and processing 13 million recommendations daily. With this, Dailymotion was able to <b>reduced content processing times from hours to minutes</b> and <b>increased user interactions and click-through rates by more than 3x.</b>
  link:
    text: Read Case Study
    url: /blog/case-study-dailymotion/
  image:
    src: /img/customers-case-studies/case-study.png
    alt: Preview
cases:
- id: 0
  logo:
    src: /img/customers-case-studies/visua.svg
    alt:  Visua Logo
  image:
    src: /img/customers-case-studies/case-visua.png
    alt: The hands of a person in a medical gown holding a tablet against the background of a pharmacy shop
  title: VISUA improves quality control process for computer vision with anomaly detection by 10x.
  link:
    text: Read Story
    url: /blog/case-study-visua/
- id: 1
  logo:
    src: /img/customers-case-studies/dust.svg
    alt: Dust Logo
  image:
    src: /img/customers-case-studies/case-dust.png
    alt: A man in a jeans shirt is holding a smartphone, only his hands are visible. In the foreground, there is an image of a robot surrounded by chat and sound waves.
  title: Dust uses Qdrant for RAG, achieving millisecond retrieval, reducing costs by 50%, and boosting scalability.
  link:
    text: Read Story
    url: /blog/dust-and-qdrant/
- id: 2
  logo:
    src: /img/customers-case-studies/iris-agent.svg
    alt: Logo
  image:
    src: /img/customers-case-studies/case-iris-agent.png
    alt: Hands holding a smartphone, styled smartphone interface visualisation in the foreground. First-person view
  title: IrisAgent uses Qdrant for RAG to automate support, and improve resolution times, transforming customer service.
  link:
    text: Read Story
    url: /blog/iris-agent-qdrant/
sitemapExclude: true
---