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daniel-azoulai
2026-01-09 12:17:28 -08:00
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@@ -3,8 +3,8 @@ draft: false
title: "How Flipkart built real-time multimodal fraud detection with Qdrant" title: "How Flipkart built real-time multimodal fraud detection with Qdrant"
short_description: "Flipkart’s Trust & Safety team reduced fraud detection time from hours to minutes by moving from batch-based similarity search to real-time multimodal retrieval with Qdrant." short_description: "Flipkart’s Trust & Safety team reduced fraud detection time from hours to minutes by moving from batch-based similarity search to real-time multimodal retrieval with Qdrant."
description: "Discover how Flipkart’s Trust & Safety team uses Qdrant to power real-time multimodal similarity search for fraud detection, address clustering, and internal RAG workloads—cutting detection time from 9 hours to under a minute." description: "Discover how Flipkart’s Trust & Safety team uses Qdrant to power real-time multimodal similarity search for fraud detection, address clustering, and internal RAG workloads—cutting detection time from 9 hours to under a minute."
preview_image: /blog/case-study-flipkart-trust-safety/social_preview_partnership-flipkart-trust-safety.jpg preview_image: /blog/case-study-flipkart/social_preview_partnership-flipkart.png
social_preview_image: /blog/case-study-flipkart-trust-safety/social_preview_partnership-flipkart-trust-safety.jpg social_preview_image: /blog/case-study/social_preview_partnership-flipkart.png
date: 2026-01-09 date: 2026-01-09
author: "Daniel Azoulai" author: "Daniel Azoulai"
featured: true featured: true
@@ -73,7 +73,7 @@ The Trust & Safety team continues to broaden its capabilities. Upcoming projects
• Standardizing on a Kubernetes-based Qdrant deployment as the embedding store across different groups at Flipkart • Standardizing on a Kubernetes-based Qdrant deployment as the embedding store across different groups at Flipkart
Exploring integrations with agentic AI frameworks to further automate detection and prevention workflows • Exploring integrations with agentic AI frameworks to further automate detection and prevention workflows
*“We see vector databases becoming a key part of modern AI infrastructure. It’s not only for fraud detection, but also as a foundation for new AI systems we’re experimenting with.”* *“We see vector databases becoming a key part of modern AI infrastructure. It’s not only for fraud detection, but also as a foundation for new AI systems we’re experimenting with.”*
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