by smartlake | Apr 18, 2020 | Artificial Intelligence, banking, Blog, chatbot, Machine Learning, NLP, wealth management
Building Blocks In the first part of the series we have shown how to define intents and capture dialog attributes using AWS Lex and AWS Lamda functions (https://smartlake.ch/onboarding-virtual-assistant-for-banking-behind-the-scene-part-i/). We will dive now a little...
by smartlake | Apr 11, 2020 | Artificial Intelligence, banking, Blog, chatbot, Machine Learning, NLP, wealth management
Building Blocks In a previous article,https://smartlake.ch/onboarding-virtual-assistant-for-banking-adding-product-recommendations/, we have shown the integration of product recommendation in a simple onboarding dialogue. In this article we are going to show how we...
by smartlake | Jan 1, 2020 | banking, Blog, Machine Learning
Background All financial services providers need more personalized offerings when interacting with clients and especially new clients. As a client I want to get some personalized recommendations on what to do next or which product to choose. Banks and other providers...
by smartlake | Dec 9, 2019 | banking, Machine Learning
Objective Objective of the analysis is to find a potential way to detect or score loans pro actively using a machine learning model. The analysis done in R can be found here: https://rpubs.com/protzetter/557500 A small Shiny application can also be seen below where...
by smartlake | Nov 3, 2019 | Artificial Intelligence, banking, Machine Learning
Rationale We can see an increasing demand for personalized digital services in financial services. An article from BCG on the topic is helping in understanding the challenges and the opportunities of personalization in banking...
by smartlake | Oct 13, 2019 | Artificial Intelligence, banking, Blog, Machine Learning
Introduction The WEF has published a very interesting white paper describing various privacy-enhancing techniques. You can find the document under...
