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Infinitech Technical Overview

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The new data-driven industrial revolution highlights the need for big data technologies to unlock the potential in various application domains. The insurance and finance services industry is rapidly transformed by data-intensive operations and applications. FinTech and InsuranceTech combine very large datasets from legacy banking systems with other data sources such as financial markets data, regulatory datasets, real-time retail transactions, and more, improving financial services and activities for customers.

Publicado en: Tecnología
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Infinitech Technical Overview

  1. 1. 1This project has received funding from the European Union’s horizon 2020 research and innovation programme under grant agreement no 856632 Flagship initiative for Big Data in Finance and Insurance FinTech and InsuranceTech case studies digitally transforming Europe’s future with BigData & AI driven innovation Pavlos Kranas, LeanXcale Spain, pavlos@leanxcale.com INFINITECH Technical Overview
  2. 2. 2This project has received funding from the European Union’s horizon 2020 research and innovation programme under grant agreement no 856632 Flagship initiative for Big Data in Finance and Insurance • AI Architectures in their Infancy • No-Adequate support for real-time AI use cases • E.g., detection of fraudulent transactions on the fly • Limited Data Set for Training Algorithms & Data “Silos” • Lack of testbed & experimentation resources (Data Assets & Sandboxes”) • Business Models not validated • Complex Regulatory Environment INFINITECH Drivers & Motivation
  3. 3. 3This project has received funding from the European Union’s horizon 2020 research and innovation programme under grant agreement no 856632 Flagship initiative for Big Data in Finance and Insurance INFINITECH Results & Value Proposition
  4. 4. 4This project has received funding from the European Union’s horizon 2020 research and innovation programme under grant agreement no 856632 Flagship initiative for Big Data in Finance and Insurance The INFINITECH AI Technologies Dataacquisition& managementlayer Interoperabledata exchangelayer Analytics& applicationslayer eLoan eStockMarket eTransactions eBanking eStatements Bank1 Reporting Mining Risk assessment INFINITECHPermissioned Distributed SharedLedger Analytics Bank2 Bankn Datagovernance&Regulatorycompliance Seamless Unified Open Finance/Insurance API (HTAP & Analytics) DApp Smart contract Smart contract Smart contract DApp Seamless Data Management (HTAP) (Intra & Inter-Organization) and Semantic Interoperability Insurance1 Insurancen EncryptionAnonymizationPolicy&Consent Incremental and ParallelAnalytics Declarative Analytics Libraries of DL/ML Algorithms (OpenML, Mlib)
  5. 5. 5This project has received funding from the European Union’s horizon 2020 research and innovation programme under grant agreement no 856632 Flagship initiative for Big Data in Finance and Insurance

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