Pawan Mall, Senior Solution Engineer, Neo4J | 2nd World Fintech Summit 2026

In this insightful technology session at the 𝟐𝐧𝐝 𝗪𝗼𝗿𝗹𝗱 𝗙𝗶𝗻𝘁𝗲𝗰𝗵 𝗦𝘂𝗺𝗺𝗶𝘁 𝟐𝟎𝟐𝟔, Pawan Mall, Senior Solution Engineer, Neo4j, explores how graph databases and knowledge graphs are transforming fraud detection, anti-money laundering (AML), customer intelligence, and enterprise AI applications across the BFSI ecosystem. The session highlights the growing importance of connected data in an era where financial institutions are battling increasingly sophisticated fraud networks and AI-driven threats.

Pawan explains how traditional databases often fragment business relationships across multiple tables, making it difficult to uncover hidden connections and complex fraud patterns. Through Neo4j's graph database technology, organizations can connect customers, accounts, transactions, devices, identities, and behavioral data into a unified relationship-driven model, enabling faster and more accurate detection of fraud rings, money laundering networks, mule accounts, and financial crime syndicates.

The session also explores the critical role of knowledge graphs in powering enterprise AI, Agentic AI systems, GraphRAG architectures, intelligent data discovery, contextual reasoning, memory layers, and reducing AI hallucinations. By creating a connected semantic layer across enterprise data, organizations can significantly improve the accuracy, explainability, and effectiveness of AI-powered decision-making.

📌 Speaker:
• Pawan Mall, Senior Solution Engineer, Neo4j

📌 Key Themes:
• Graph Databases & Knowledge Graphs
• Financial Crime Detection
• Anti-Money Laundering (AML)
• Fraud Analytics & Risk Intelligence
• Customer 360 & Relationship Mapping
• AI-Powered Data Intelligence
• Enterprise Knowledge Layers
• Agentic AI & Intelligent Automation
• GraphRAG & AI Accuracy
• AI Hallucination Reduction
• Connected Data Architectures
• Future of AI-Driven Financial Services

The session provides a compelling look at how connected data, graph intelligence, and knowledge-driven AI can help financial institutions uncover hidden risks, strengthen compliance, improve customer understanding, and build more reliable enterprise AI systems.

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#WorldFintechSummit #Neo4j #KnowledgeGraph #GraphDatabase #ArtificialIntelligence #GraphRAG #AgenticAI #Fintech #AML #FraudDetection #DataIntelligence #Customer360 #FinancialServices #DigitalTransformation #WorldFintechSummit2026
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Видео Pawan Mall, Senior Solution Engineer, Neo4J | 2nd World Fintech Summit 2026 канала elets Insights