#AI #Automation #LOS
AI & Automation – core for Lending LOS
Automation and artificial intelligence are poised to reshape the finance function. It is clear that technology is affecting financial services in a multitude of ways and the Finance organizations perform a wide range of activities, from collecting basic data to making complex decisions and counselling business leaders. As a result, the potential for improving performance through automation varies across subfunctions and requires a portfolio of technologies to unlock the full opportunity. FinTech will drive the new business model and the sharing economy will be embedded in every part of the financial system. Secondly, Blockchain will shake things up and Digital becomes mainstream. However, Customer intelligence’ will be the most important predictor of revenue growth and profitability
Advances in robotics and AI will start a wave of ‘re-shoring’ and localisation and going forward, the public cloud will become the dominant infrastructure model. Clearly, automation is driving betterment of lenders and borrowers alike. We have seen that the Regulators are turning to technology and most important is Cyber-security will be one of the top risks facing financial institutions . Choosing the right LOS is a strategic decision and involves a thorough mapping of business needs with solution features. The overall mapping sheet should contain all the points related to customization, scalability, time-to-market, after-sales support, licensing and hosting expenses, and throughput. Finally, a combination of Business Process Management (BPM) and Robotic Process Automation (RPA) could be a great approach to ensure the delivery of both technical and operational requirements.
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#AI #Automation #LOS
AI & Automation – core for Lending LOS
Automation and artificial intelligence are poised to reshape the finance function. It is clear that technology is affecting financial services in a multitude of ways and the Finance organizations perform a wide range of activities, from collecting basic data to making complex decisions and counselling business leaders. As a result, the potential for improving performance through automation varies across subfunctions and requires a portfolio of technologies to unlock the full opportunity. FinTech will drive the new business model and the sharing economy will be embedded in every part of the financial system. Secondly, Blockchain will shake things up and Digital becomes mainstream. However, Customer intelligence’ will be the most important predictor of revenue growth and profitability
Advances in robotics and AI will start a wave of ‘re-shoring’ and localisation and going forward, the public cloud will become the dominant infrastructure model. Clearly, automation is driving betterment of lenders and borrowers alike. We have seen that the Regulators are turning to technology and most important is Cyber-security will be one of the top risks facing financial institutions . Choosing the right LOS is a strategic decision and involves a thorough mapping of business needs with solution features. The overall mapping sheet should contain all the points related to customization, scalability, time-to-market, after-sales support, licensing and hosting expenses, and throughput. Finally, a combination of Business Process Management (BPM) and Robotic Process Automation (RPA) could be a great approach to ensure the delivery of both technical and operational requirements.
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AI is programmed with logic and rules to mimic human decision making. AI can be used to detect threats such as changes in user behaviour or increased data transfers. Automation is the use of technology to perform tasks with reduced human assistance.
Any industry that encounters repetitive tasks can use automation, but automation is more prevalent in the industries of manufacturing, robotics, and automotives, as well as in the world of technology—in IT systems and business decision software. The most complex level of automation is artificial intelligence automation.
The addition of AI means that machines can “learn” and make decisions based on the past situations they have encountered and analysed. For example, in customer service, virtual assistants can reduce costs while empowering both customers and human agents, creating an optimal customer service experience.
Here we are talking about the next generation of automation, that is Hyper automation. Hyper-automation is a business-driven, disciplined approach that organizations use to rapidly identify, vet and automate as many business and IT processes as possible. Hyper-automation involves a mix of artificial intelligence, machine learning, robotic process automation, integration platform as a service and low-code or no-code tools.
We have seen there has been a great shift from Automation to Hyper-automation. When companies use RPA with IT Automation with AI, the impact is mainly positive. However, there is still a need for integrating different software approaches and applications to get even better results.
Hyper-automation integrates RPA, process mining, machine learning, and artificial intelligence. The automation process, in this case, is even more efficient and in-depth. It can help experts or teams focus on other critical services. It also helps to ensure that experts have enough room to work with and essentially expand their scope. The market for hyper-automation s
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#loan #los
LOS eases lending process
Loan origination is a process by which a borrower applies for a loan, and a lender disburses it or rejects the application. Depending on the types of loans, the origination process differs. For example, the process for mortgage loans is different from that of personal loans. After loan origination, loan servicing takes place. The servicing part includes all the procedures until the borrower repays the loan entirely. Financial Institutions can't go a day without utilizing the benefits of automation. A workflow based Loan Origination System or LOS has distinct advantages over legacy lending systems and standalone software. Through adoption of BPM and RPA technologies, Banks and NBFCs are targeting better customer satisfaction, accuracy, productivity, 100% compliance, and cost savings.
Automation allows you to work faster and more efficiently, improving customer satisfaction and experience. It means you can rapidly implement changes to offer more competitive terms, improve margins with dynamic risk-based pricing, and take a pro-active approach to customer management throughout the life cycle. Automation is the future – helped by the development of cloud based access which allows you to bring together all your applications and decisioning needs into a single place. As a result, you can make more sense of your data and unify your business processes, be more accurate, more efficient and armed with an ability to act on previously unseen insight.
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LOS Software Improves Lending Efficiency
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