Digitalization in Insurance From Theory to Practice - Yalçın Terlemez
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This document discusses Aksigorta's digitalization efforts in three key areas: artificial intelligence and advanced analytics, robotics, and mobile apps. It provides details on Aksigorta's use of machine learning for fraud detection and predictive modeling. It also describes Aksigorta's digital assistant "ADA" which uses natural language processing and robotic process automation to help employees and agencies. Finally, it outlines Aksigorta's digital sales management platform which provides location services, sales channel management, and insights generated through advanced analytics to support the sales process.
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- Changing consumer behavior and new technologies like the internet of things and big data analytics are impacting insurers.
- Insurers need to explore digital technologies to remain competitive and provide an omni-channel customer experience.
- The company aims to become a leading digital insurer in Greece by focusing on profitable growth, data-driven decisions, and maximizing benefits of digital across all channels.
- Innovative products like usage-based auto insurance and initiatives to develop new digital products are discussed.
The Role of Artificial Intelligence in Reshaping Financial Industry
Artificial Intelligence (AI) profoundly transforms the financial industry by improving operations and sweeping changes across various sectors. This new technology enhances decision-making accuracy, boosts prosperity, and helps businesses build competitive advantages such as improved customer experience. Critical applications of AI in financial services include advanced fraud detection, superior customer service, better credit risk assessments, and more efficient compliance management.
RSB72-PPT.pptx
1) The document discusses the application of artificial intelligence in finance fraud detection. It outlines key points such as different AI applications in finance, the impact of AI, and methodology.
2) AI systems use machine learning algorithms to analyze financial data and identify patterns that indicate fraudulent activity in real-time. This helps reduce fraud and financial losses.
3) The future of AI in finance fraud detection is promising, with potential applications including advanced machine learning, natural language processing, biometric authentication, and more automated risk management and investment processes.
AI in Financial Services: Transforming the Financial Landscape
Explore how AI in financial services is transforming the industry with enhanced fraud detection, risk management, algorithmic trading, and personalized customer experiences. Understand the benefits, challenges, and future trends of AI in financial services to stay competitive and innovative.
Digital banking Account Take Over
The document discusses Guardian Analytics, a company that provides a real-time digital banking fraud detection solution using behavioral machine learning. The solution detects fraud early by analyzing non-transactional user activities and assigning risk scores. This enables friction-right authentication that adds appropriate security based on risk without compromising user experience. The solution also allows fraud analysts to efficiently investigate cases and gain insights from an open fraud and anti-money laundering platform.
Robotic process automation powers digital transformation in insurance industry
The era of robotic process automation (RPA) coupled with deep learning is here. From back-office functions to customer solutions, it has effectively turned processes around on their heads. Leading banks, hedge funds, and asset managers have successfully leveraged RPA tools not only to streamline standard processes but also to save money significantly.
160987-time-template-4x3.pptx
The document discusses the use of artificial intelligence in finance fraud detection. It begins with an introduction on AI and its increasing use in the finance industry. It then discusses different applications of AI in finance fraud detection such as real-time transaction monitoring, pattern recognition, and machine learning. The document also covers the impact of AI on fraud detection through improved accuracy, efficiency and effectiveness. Finally, it discusses future scopes of AI including advanced machine learning algorithms and natural language processing.
Opportunities derived by AI
The document discusses how companies are increasingly investing in big data and artificial intelligence. It provides examples of how AI can be used to improve customer service, predict customer loyalty, detect fraud patterns, and optimize container shipping logistics. The document also outlines Teradata's expertise in AI and how they help customers apply AI/ML techniques to solve business problems across many industries.
Share Credit_Card_Fraud_Detection_ML_MP (1).pptx
Fraud detection is a topic which is applicable to many industries including banking and financial sectors, insurances, government agencies, and low enforcement and more.Through the use of sophisticeted use of data mining tools, millions of transactions can be searched to spot patterns and detect fraudulent transactions.
Its a process of identifying fraudulent transaction.
This technique used to recognize fraudulent creddit card transactions so that customers are not charged for items that they did not purchases
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Independent Study - College of Wooster Research (2023-2024)
"Does Foreign Direct Investment Negatively Affect Preservation of Culture in the Global South? Case Studies in Thailand and Cambodia."
Do elements of globalization, such as Foreign Direct Investment (FDI), negatively affect the ability of countries in the Global South to preserve their culture? This research aims to answer this question by employing a cross-sectional comparative case study analysis utilizing methods of difference. Thailand and Cambodia are compared as they are in the same region and have a similar culture. The metric of difference between Thailand and Cambodia is their ability to preserve their culture. This ability is operationalized by their respective attitudes towards FDI; Thailand imposes stringent regulations and limitations on FDI while Cambodia does not hesitate to accept most FDI and imposes fewer limitations. The evidence from this study suggests that FDI from globally influential countries with high gross domestic products (GDPs) (e.g. China, U.S.) challenges the ability of countries with lower GDPs (e.g. Cambodia) to protect their culture. Furthermore, the ability, or lack thereof, of the receiving countries to protect their culture is amplified by the existence and implementation of restrictive FDI policies imposed by their governments.
My study abroad in Bali, Indonesia, inspired this research topic as I noticed how globalization is changing the culture of its people. I learned their language and way of life which helped me understand the beauty and importance of cultural preservation. I believe we could all benefit from learning new perspectives as they could help us ideate solutions to contemporary issues and empathize with others.
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Independent Study - College of Wooster Research (2023-2024) FDI, Culture, Glo...
Independent Study - College of Wooster Research (2023-2024) FDI, Culture, Glo...AntoniaOwensDetwiler
"Does Foreign Direct Investment Negatively Affect Preservation of Culture in the Global South? Case Studies in Thailand and Cambodia."
Do elements of globalization, such as Foreign Direct Investment (FDI), negatively affect the ability of countries in the Global South to preserve their culture? This research aims to answer this question by employing a cross-sectional comparative case study analysis utilizing methods of difference. Thailand and Cambodia are compared as they are in the same region and have a similar culture. The metric of difference between Thailand and Cambodia is their ability to preserve their culture. This ability is operationalized by their respective attitudes towards FDI; Thailand imposes stringent regulations and limitations on FDI while Cambodia does not hesitate to accept most FDI and imposes fewer limitations. The evidence from this study suggests that FDI from globally influential countries with high gross domestic products (GDPs) (e.g. China, U.S.) challenges the ability of countries with lower GDPs (e.g. Cambodia) to protect their culture. Furthermore, the ability, or lack thereof, of the receiving countries to protect their culture is amplified by the existence and implementation of restrictive FDI policies imposed by their governments.
My study abroad in Bali, Indonesia, inspired this research topic as I noticed how globalization is changing the culture of its people. I learned their language and way of life which helped me understand the beauty and importance of cultural preservation. I believe we could all benefit from learning new perspectives as they could help us ideate solutions to contemporary issues and empathize with others.2. Elemental Economics - Mineral demand.pdf
After this second you should be able to: Explain the main determinants of demand for any mineral product, and their relative importance; recognise and explain how demand for any product is likely to change with economic activity; recognise and explain the roles of technology and relative prices in influencing demand; be able to explain the differences between the rates of growth of demand for different products.
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你做代理，可以挽救帝国理工大学一个个人才
你做代理，你将是别人人生帝国理工大学的转折点
你做代理，可以改变自己，改变他人，给他人和自己一个机会美景更增添一份性感夹杂着一份纯洁的妖娆毫无违和感实在给人带来一份悠然幸福的心情如果说现在的审美已经断然拒绝了无声的话那么在树林间飞掠而过的小鸟叽叽咋咋的叫声是否就是这最后的点睛之笔悠然走在林间的小路上宁静与清香一丝丝的盛夏气息吸入身体昔日生活里的繁忙与焦躁早已淡然无存心中满是悠然清淡的芳菲身体不由的轻松脚步也感到无比的轻快走出这盘栾交错的小道眼前是连绵不绝的山峦浩荡天地间大自然毫无吝啬的展现它的达
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Digitalization in Insurance From Theory to Practice - Yalçın Terlemez
- 1. From Theory to Practice Digitalization in Insurance Yalçın Terlemez October-2018
- 2. Artificial Intelligence & Advanced Analytics Robotics CRM & Mobile Apps 3 Areas of Digitalization at Aksigorta
- 3. Using Machine Learning for Fraud Detection Policies Claims Clients Claim File Based Entity Based Predictive Models • Logistic Regression • Decision Tree • Stepwise Regression SNA • Homophily Analysis • Clustering Algorithms Used
- 4. FNOL 1 Completion of All Documents 2 Payment Approval 3 AKSIGORTA CLAIM SYSTEM • Online Fraud scoring in 10 Seconds • Live system since Sep-16 • 24 Mio TL net fraud saving in 2017 Fraud Checkpoints AKSIGORTA FRAUD MANAGEMENT SYSTEM Using Machine Learning for Fraud Detection
- 5. Using Advanced Analytics & AI in Insurance Focus on CustomersValued
- 6. Aksigorta Analytic Indices (Customer Infometrics) Customer Value Index Price Sensitivity Index Propensity to Buy Index Cross-Sell Index Churn Prevention for Valued Customers Identify new MOD Customers
- 7. Robotics AD A Accessible Smart User Friendly Simple Fast Profitable Meet Your Digital Assistant powered by Artificial Intelligence
- 8. Project chAI ADA Starts To Talk… NLP & RPA Ada helps employees with visa application, pswd unlock & reset, daily menü, guidance for shuttle Project Vision ADA Opens the Eyes… Motor Claims Document Classification (56k images processed monthly) Image Recognition Project MTPL ADA serves Agencies… ADA takes agency request on MTPL authorizations and processes using RPA (14k requests/month) NLP & RPA Project MOD ADA serves Agencies… ADA takes agency requests on MOD discounts and processes them according to predefined limits (25k requests per month) NLP & RPA
- 9. Customer 360 • Unified Customer data • Online Integration with Core system and 20+ 3rd parties • Live since Jun-17 • All channels, online GWP, Commission, Campaigns, renewals info and many more • Live since Jun-18 SalesPoint 360 SalesRep 360 • Cumulative view • Commission info • Live since Jun-18
- 10. Location Services Sales Channel Management Single App for Everyone Mobile Reports Speech to TextE2E Visit Management Aksiyon – Aksigorta Digital Sales Management Platform Insights generated thru Advanced Analytics
- 12. Thank you