Chapter 10 transforming LegaCy Banking appLiCations to Banking experienCe pLatforms Table 10-3. (continued) Digital Experience Key Features Key Tools for Migration Key Methods for Migration Capability security authentication, • sso: okta, opensso • service enable existing role-based access, • authentication: Cas, interfaces. permission model, openam • Develop granular entitlements, • security testing: oWasp microservices on top of federated sso, Zed attack proxy (Zap) existing legacy services single sign-on • standards: oauth, to implement 2-speed (sso), security openiD, samL digital services. testing • Deploy microservices in containers for individual scalability. artificial self-learning, • nLp: opennLp • train the models using intelligence and continuous • key tools: h2o.ai,apache machine learning machine learning improvement, text predictionio, iBm Watson, algorithms. analytics, predictive google tensorflow • Leverage ai and mL tools analytics, chatbots, • api.ai, facebook for implementing the virtual assistants, messenger platform, recommendations, search intelligent Botsify, telegram bots, and chatbots. recommendation Botkit, Chattypeople engines, robo advisors, process automation Big data structured and • Big data processing: • implement map reduce unstructured apache spark, apache framework to process data processing, hadoop big data. real-time insights • nosQL DB: apache • implement big data Cassandra, mongoDB, to process structured CouchDB, and unstructured data • search: splunk (text, e-mail, video, etc.) processing to get 360-degree insights. 293