---
clients:
  - id: alhena
    name: Alhena AI
    industry: E-commerce
    product: Qdrant Cloud
    company_size: 51-200
    location: Europe
    use_cases: ["Customer support", "E-commerce discovery", "Generative AI"]
    title: "How Alhena AI unified its AI stack and improved ecommerce conversions with Qdrant"
    # time: 8 min read # by default this is calculated from the post length, if uncomented - shows this param value instead
    blog_path: /blog/case-study-alhena
    logo:
      src: /img/customers-case-studies-logo/alhena.svg
      alt: Alhena AI logo
  - id: and-ai
    name: "&AI"
    industry: Legal tech
    product: Qdrant Cloud
    company_size: 51-200
    location: Europe
    use_cases: ["Patent and legal research", "RAG", "Hybrid search"]
    title: "How &AI scaled global legal retrieval with Qdrant"
    blog_path: /blog/case-study-and-ai
    logo:
      src: /img/customers-case-studies-logo/and-ai.svg
      alt: "&AI logo"
  - id: anima-health
    name: Anima Health
    industry: Healthcare
    product: Self-managed
    company_size: 51-200
    location: Europe
    use_cases: ["RAG", "Customer support", "Real-time analytics"]
    title: "How Anima Health scaled clinical document intelligence with Qdrant"
    blog_path: /blog/case-study-anima-health
    logo:
      src: /img/customers-case-studies-logo/anima-health.svg
      alt: Anima Health logo
  - id: aracor
    name: Aracor
    industry: Legal tech
    product: Hybrid
    company_size: 1-50
    location: North America
    use_cases: ["Patent and legal research", "Hybrid search", "RAG"]
    title: "Precision at Scale: How Aracor Accelerated Legal Due Diligence with Hybrid Vector Search"
    blog_path: /blog/case-study-aracor
    logo:
      src: /img/customers-case-studies-logo/aracor.svg
      alt: Aracor logo
  - id: bazaarvoice
    name: Bazaarvoice
    industry: E-commerce
    product: Hybrid
    company_size: 1000+
    location: North America
    use_cases: ["E-commerce discovery", "Recommendations", "Real-time analytics"]
    title: "How Bazaarvoice scaled AI-powered product insights with Qdrant"
    blog_path: /blog/case-study-bazaarvoice
    logo:
      src: /img/customers-case-studies-logo/bazaarvoice.svg
      alt: Bazaarvoice logo
  - id: bloop
    name: Bloop
    industry: Developer tools
    product: Self-managed
    company_size: 1-50
    location: Europe
    use_cases: ["Semantic search", "RAG"]
    title: "Powering Bloop semantic code search"
    blog_path: /blog/case-study-bloop
    logo:
      src: /case-studies/bloop/bloop-logo.png
      alt: Bloop logo
  - id: convosearch
    name: ConvoSearch
    industry: E-commerce
    product: Qdrant Cloud
    company_size: 1-50 by
    locationse: Asia Pacific
    use_cases: ["Recommendations", "E-commerce discovery", "Real-time analytics"]
    title: "How ConvoSearch Boosted Revenue for D2C Brands with Qdrant"
    blog_path: /blog/case-study-convosearch
    logo:
      src: /img/customers-case-studies-logo/convosearch.svg
      alt: ConvoSearch logo
  - id: cosmos
    name: Cosmos
    industry: Media and entertainment
    product: Qdrant Cloud
    company_size: 1-50
    location: North America
    use_cases: ["Multimodal search", "Hybrid search", "Media search"]
    title: "How Cosmos delivered editorial-grade visual search with Qdrant"
    blog_path: /blog/case-study-cosmos
    logo:
      src: /img/customers-case-studies-logo/cosmos.svg
      alt: Cosmos logo
  - id: dailymotion
    name: Dailymotion
    industry: Media and entertainment
    product: Self-managed
    company_size: 201-1000
    location: Europe
    use_cases: ["Recommendations", "Media search", "Real-time analytics"]
    title: "Dailymotion's Journey to Crafting the Ultimate Content-Driven Video Recommendation Engine with Qdrant Vector Search"
    blog_path: /blog/case-study-dailymotion
    logo:
      src: /img/customers-case-studies-logo/dailymotion.svg
      alt: Dailymotion logo
  - id: data-graphs
    name: Data Graphs
    industry: Developer tools
    product: Hybrid
    company_size: 51-200
    location: Europe
    use_cases: ["Customer support", "Graph RAG", "Generative AI"]
    title: "How Data Graphs Built a True Hybrid Graph RAG Platform - Qdrant"
    blog_path: /blog/case-study-datagraphs/
    logo:
      src: /img/customers-case-studies-logo/data-graphs.svg
      alt: Data Graphs
  - id: deutsche-telekom
    name: Deutsche Telekom
    industry: Telecommunications
    product: Qdrant Enterprise
    company_size: 1000+
    location: Europe
    use_cases: ["Customer support", "RAG", "Generative AI"]
    title: "How Deutsche Telekom Built a Multi-Agent Enterprise Platform Leveraging Qdrant"
    blog_path: /blog/case-study-deutsche-telekom
    logo:
      src: /img/customers-case-studies-logo/telekom.svg
      alt: Deutsche Telekom logo
  - id: dragonfruit
    name: Dragonfruit AI
    industry: Security
    product: Self-managed
    company_size: 51-200
    location: North America
    use_cases: ["Multimodal search", "Real-time analytics", "Threat detection"]
    title: "How Dragonfruit AI scaled real-time computer vision with Qdrant"
    blog_path: /blog/case-study-dragonfruit
    logo:
      src: /img/customers-case-studies-logo/dragonfruit.svg
      alt: Dragonfruit AI logo
  - id: dust
    name: Dust
    industry: Developer tools
    product: Self-managed
    company_size: 51-200
    location: Europe
    use_cases: ["RAG", "Semantic search", "Customer support"]
    title: "How Dust Scaled to 5,000+ Data Sources with Qdrant"
    blog_path: /blog/case-study-dust-v2
    logo:
      src: /img/customers-case-studies-logo/dust.svg
      alt: Dust logo
  - id: faz
    name: FAZ
    industry: Media and entertainment
    product: Hybrid
    company_size: 1000+
    location: Europe
    use_cases: ["Hybrid search", "Media search", "Semantic search"]
    title: "How FAZ unlocked 75 years of journalism with Qdrant"
    blog_path: /blog/case-study-faz
    logo:
      src: /img/customers-case-studies-logo/faz.svg
      alt: FAZ logo
  - id: fieldy
    name: Fieldy AI
    industry: Developer tools
    product: Self-managed
    company_size: 1-50
    location: Europe
    use_cases: ["RAG", "Hybrid search", "Semantic search"]
    title: "How Fieldy AI Achieved Reliable AI Memory with Qdrant"
    blog_path: /blog/case-study-fieldy
    logo:
      src: /img/customers-case-studies-logo/fieldy.svg
      alt: Fieldy AI logo
  - id: flipkart
    name: Flipkart
    industry: E-commerce
    product: Self-managed
    company_size: 1000+
    location: Asia Pacific
    use_cases: ["Threat detection", "Multimodal search", "Real-time analytics"]
    title: "Building real-time multimodal similarity search in Flipkart Trust & Safety with Qdrant"
    blog_path: /blog/case-study-flipkart
    logo:
      src: /img/customers-case-studies-logo/flipkart.svg
      alt: Flipkart logo
  - id: garden-intel
    name: Garden
    industry: Legal tech
    product: Qdrant Cloud
    company_size: 1-50
    location: North America
    use_cases: ["Patent and legal research", "Semantic search", "Real-time analytics"]
    title: "How Garden Scaled Patent Intelligence with Qdrant"
    blog_path: /blog/case-study-garden-intel
    logo:
      src: /img/customers-case-studies-logo/garden.svg
      alt: Garden logo
  - id: glassdollar
    name: GlassDollar
    industry: Financial services
    product: Self-managed
    company_size: 51-200
    location: Europe
    use_cases: ["Semantic search", "RAG", "Recommendations"]
    title: "How GlassDollar improved high-recall sourcing by migrating from Elasticsearch to Qdrant"
    blog_path: /blog/case-study-glassdollar
    logo:
      src: /img/customers-case-studies-logo/glassdollar.svg
      alt: GlassDollar logo
  - id: gooddata
    name: GoodData
    industry: Developer tools
    product: Self-managed
    company_size: 201-1000
    location: Europe
    use_cases: ["Real-time analytics", "RAG", "Generative AI"]
    title: "How GoodData turbocharged AI analytics with Qdrant"
    blog_path: /blog/case-study-gooddata
    logo:
      src: /img/customers-case-studies-logo/gooddata.svg
      alt: GoodData logo
  - id: hubspot
    name: HubSpot
    industry: Customer support
    product: Qdrant Enterprise
    company_size: 1000+
    location: North America
    use_cases: ["Customer support", "Recommendations", "RAG"]
    title: "HubSpot & Qdrant: Scaling an Intelligent AI Assistant"
    blog_path: /blog/case-study-hubspot
    logo:
      src: /img/customers-case-studies-logo/hubspot.svg
      alt: HubSpot logo
  - id: kairoswealth
    name: Kairoswealth
    industry: Financial services
    product: Self-managed
    company_size: 1-50
    location: Europe
    use_cases: ["Recommendations", "RAG", "Generative AI"]
    title: "Kairoswealth & Qdrant: Transforming Wealth Management with AI-Driven Insights and Scalable Vector Search"
    blog_path: /blog/case-study-kairoswealth
    logo:
      src: /img/customers-case-studies-logo/kairos.svg
      alt: Kairoswealth logo
  - id: kakao
    name: Kakao
    industry: Technology
    product: Self-managed
    company_size: 1000+
    location: Asia Pacific
    use_cases: ["Customer support", "Hybrid search", "RAG"]
    title: "How Kakao Built an AI-Powered Internal Service Desk with Qdrant"
    blog_path: /blog/case-study-kakao
    logo:
      src: /img/customers-case-studies-logo/kakao.svg
      alt: Kakao logo
  - id: kern
    name: Kern AI
    industry: Financial services
    product: Self-managed
    company_size: 51-200
    location: Europe
    use_cases: ["Customer support", "RAG", "Semantic search"]
    title: "Kern AI & Qdrant: Precision AI Solutions for Finance and Insurance"
    blog_path: /blog/case-study-kern
    logo:
      src: /img/customers-case-studies-logo/kern-ai.svg
      alt: Kern AI logo
  - id: lawme
    name: Lawme
    industry: Legal tech
    product: Hybrid
    company_size: 1-50
    location: Asia Pacific
    use_cases: ["Patent and legal research", "Hybrid search", "RAG"]
    title: "How Lawme Scaled AI Legal Assistants and Significantly Cut Costs with Qdrant"
    blog_path: /blog/case-study-lawme
    logo:
      src: /img/customers-case-studies-logo/lawme-ai.svg
      alt: Lawme logo
  - id: lettria
    name: Lettria
    industry: Legal tech
    product: Self-managed
    company_size: 51-200
    location: Europe
    use_cases: ["RAG", "Hybrid search", "Patent and legal research"]
    title: "GraphRAG: How Lettria Unlocked 20% Accuracy Gains with Qdrant and Neo4j"
    blog_path: /blog/case-study-lettria-v2
    logo:
      src: /img/customers-case-studies-logo/lettria.svg
      alt: Lettria logo
  - id: lyzr
    name: Lyzr
    industry: Developer tools
    product: Self-managed
    company_size: 51-200
    location: Asia Pacific
    use_cases: ["RAG", "Generative AI", "Customer support"]
    title: "How Lyzr Supercharged AI Agent Performance with Qdrant"
    blog_path: /blog/case-study-lyzr
    logo:
      src: /img/customers-case-studies-logo/lyzr.svg
      alt: Lyzr logo
  - id: mixpeek
    name: Mixpeek
    industry: Media and entertainment
    product: Self-managed
    company_size: 1-50
    location: North America
    use_cases: ["Multimodal search", "RAG", "Media search"]
    title: "How Mixpeek Uses Qdrant for Efficient Multimodal Feature Stores"
    blog_path: /blog/case-study-mixpeek
    logo:
      src: /img/customers-case-studies-logo/mixpeek.svg
      alt: Mixpeek logo
  - id: my-askai
    name: My AskAI
    industry: Customer support
    product: Qdrant Cloud
    company_size: 1-50
    location: Europe
    use_cases: ["Customer support", "RAG", "Hybrid search"]
    title: "How My AskAI Built Self-Improving Support Agents"
    blog_path: /blog/case-study-my-askai
    logo:
      src: /img/customers-case-studies-logo/my-askai.svg
      alt: My AskAI logo
  - id: nyris
    name: Nyris
    industry: E-commerce
    product: Self-managed
    company_size: 51-200
    location: Europe
    use_cases: ["Multimodal search", "E-commerce discovery", "Media search"]
    title: "Nyris & Qdrant: How Vectors are the Future of Visual Search"
    blog_path: /blog/case-study-nyris
    logo:
      src: /img/customers-case-studies-logo/nyris.svg
      alt: Nyris logo
  - id: open-table
    name: OpenTable
    industry: Hospitality
    product: Qdrant Cloud
    company_size: 1000+
    location: North America
    use_cases: ["Generative AI", "RAG", "Semantic search"]
    title: "How OpenTable Reinvented Restaurant Discovery with Qdrant"
    blog_path: /blog/case-study-opentable
    logo:
      src: /img/customers-case-studies-logo/opentable.svg
      alt: OpenTable logo
  - id: pariti
    name: Pariti
    industry: Technology
    product: Qdrant Cloud
    company_size: 1-50
    location: Global
    use_cases: ["Recommendations", "Semantic search", "Real-time analytics"]
    title: "How Pariti Doubled Its Fill Rate with Qdrant"
    blog_path: /blog/case-study-pariti
    logo:
      src: /img/customers-case-studies-logo/pariti.svg
      alt: Pariti logo
  - id: pathwork
    name: Pathwork
    industry: Financial services
    product: Qdrant Cloud
    company_size: 1-50
    location: North America
    use_cases: ["RAG", "Recommendations", "Real-time analytics"]
    title: "Pathwork Optimizes Life Insurance Underwriting with Precision Vector Search"
    blog_path: /blog/case-study-pathwork
    logo:
      src: /img/customers-case-studies-logo/pathwork.svg
      alt: Pathwork logo
  - id: pento
    name: Pento
    industry: Technology
    product: Self-managed
    company_size: 1-50
    location: Europe
    use_cases: ["Recommendations", "Semantic search", "Multimodal search"]
    title: "How Pento modeled aesthetic taste with Qdrant"
    blog_path: /blog/case-study-pento
    logo:
      src: /img/customers-case-studies-logo/pento.svg
      alt: Pento logo
  - id: pienso
    name: Pienso
    industry: Developer tools
    product: Self-managed
    company_size: 51-200
    location: North America
    use_cases: ["Generative AI", "RAG", "Semantic search"]
    title: "Pienso & Qdrant: Future Proofing Generative AI for Enterprise-Level Customers"
    blog_path: /blog/case-study-pienso
    logo:
      src: /img/customers-case-studies-logo/pienso.svg
      alt: Pienso logo
  - id: portfolio-mind
    name: PortfolioMind
    industry: Financial services
    product: Qdrant Cloud
    company_size: 1-50
    location: Global
    use_cases: ["Real-time analytics", "Recommendations", "Semantic search"]
    title: "How PortfolioMind Delivered Real-Time Crypto Intelligence with Qdrant"
    blog_path: /blog/case-study-portfolio-mind
    logo:
      src: /img/customers-case-studies-logo/spoon-os.svg
      alt: PortfolioMind logo
  - id: qatech
    name: QA.tech
    industry: Developer tools
    product: Self-managed
    company_size: 1-50
    location: Europe
    use_cases: ["Real-time analytics", "RAG", "Threat detection"]
    title: "Empowering QA.tech’s Testing Agents with Real-Time Precision and Scale"
    blog_path: /blog/case-study-qatech
    logo:
      src: /img/customers-case-studies-logo/qa.tech.svg
      alt: QA.tech logo
  - id: qovery
    name: Qovery
    industry: Developer tools
    product: Qdrant Cloud
    company_size: 51-200
    location: Europe
    use_cases: ["Customer support", "RAG", "Real-time analytics"]
    title: "How Qovery Accelerated Developer Autonomy with Qdrant"
    blog_path: /blog/case-study-qovery
    logo:
      src: /img/customers-case-studies-logo/qovery.svg
      alt: Qovery logo
  - id: sayone
    name: SayOne
    industry: Technology
    product: Hybrid
    company_size: 201-1000
    location: Asia Pacific
    use_cases: ["Customer support", "RAG", "Real-time analytics"]
    title: "How SayOne Enhanced Government AI Services with Qdrant"
    blog_path: /blog/case-study-sayone
    logo:
      src: /img/customers-case-studies-logo/sayone.svg
      alt: SayOne logo
  - id: shakudo
    name: Shakudo
    industry: Developer tools
    product: Hybrid
    company_size: 51-200
    location: North America
    use_cases: ["Semantic search", "RAG", "Recommendations"]
    title: "Qdrant and Shakudo: Secure & Performant Vector Search in VPC Environments"
    blog_path: /blog/case-study-shakudo
    logo:
      src: /img/customers-case-studies-logo/shakudo.svg
      alt: Shakudo logo
  - id: sprinklr
    name: Sprinklr
    industry: Customer support
    product: Qdrant Enterprise
    company_size: 1000+
    location: North America
    use_cases: ["Customer support", "RAG", "Real-time analytics"]
    title: "How Sprinklr Leverages Qdrant to Enhance AI-Driven Customer Experience Solutions"
    blog_path: /blog/case-study-sprinklr
    logo:
      src: /img/customers-case-studies-logo/sprinklr.svg
      alt: Sprinklr logo
  - id: tavus
    name: Tavus
    industry: Media and entertainment
    product: Self-managed
    company_size: 51-200
    location: North America
    use_cases: ["Generative AI", "RAG", "Real-time analytics"]
    title: "How Tavus used Qdrant Edge to create conversational AI"
    blog_path: /blog/case-study-tavus
    logo:
      src: /img/customers-case-studies-logo/tavus.svg
      alt: Tavus logo
  - id: tripadvisor
    name: Tripadvisor
    industry: Hospitality
    product: Qdrant Enterprise
    company_size: 1000+
    location: North America
    use_cases: ["Recommendations", "Generative AI", "Multimodal search"]
    title: "How Tripadvisor Drives 2 to 3x More Revenue with Qdrant-Powered AI"
    blog_path: /blog/case-study-tripadvisor
    logo:
      src: /img/customers-case-studies-logo/tripadvisor.svg
      alt: Tripadvisor logo
  - id: trust-graph
    name: TrustGraph
    industry: Developer tools
    product: Self-managed
    company_size: 1-50
    location: Europe
    use_cases: ["RAG", "Generative AI", "Semantic search"]
    title: "How TrustGraph built enterprise-grade agentic AI with Qdrant"
    blog_path: /blog/case-study-trustgraph
    logo:
      src: /img/customers-case-studies-logo/trust-graph.svg
      alt: TrustGraph logo
  - id: visua
    name: VISUA
    industry: Security
    product: Self-managed
    company_size: 51-200
    location: Europe
    use_cases: ["Multimodal search", "Threat detection", "Media search"]
    title: Using vector search for quality control and anomaly detection in computer vision.
    blog_path: /blog/case-study-visua
    logo:
      src: /img/customers-case-studies-logo/visua.svg
      alt: VISUA logo
  - id: voiceflow
    name: Voiceflow
    industry: Customer support
    product: Qdrant Cloud
    company_size: 201-1000
    location: North America
    use_cases: ["Customer support", "RAG", "Generative AI"]
    title: "Voiceflow & Qdrant: Powering No-Code AI Agent Creation with Scalable Vector Search"
    blog_path: /blog/case-study-voiceflow
    logo:
      src: /img/customers-case-studies-logo/voiceflow.svg
      alt: Voiceflow logo
  - id: xaver
    name: Xaver
    industry: Financial services
    product: Self-managed
    company_size: 51-200
    location: Europe
    use_cases: ["Customer support", "RAG", "Recommendations"]
    title: "How Xaver scaled personalized financial advice with Qdrant"
    blog_path: /blog/case-study-xaver
    logo:
      src: /img/customers-case-studies-logo/xaver.svg
      alt: Xaver logo
  - id: iris-agent
    name: IrisAgent
    industry: Customer support
    product: Self-managed
    company_size: 51-200
    location: North America
    use_cases: ["Customer support", "RAG", "Generative AI"]
    title: "IrisAgent and Qdrant: Redefining Customer Support with AI"
    blog_path: /blog/iris-agent-qdrant
    logo:
      src: /img/customers-case-studies-logo/iris-agent.svg
      alt: IrisAgent logo
sitemapExclude: true
---