Amazon Personalize uses machine learning algorithms to create recommendations that respond to the specific needs, preferences, and changing behavior of users in real-time, to drive increased customer engagement.
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HCL Unica
Score 7.8 out of 10
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HCL Unica (acquired by HCL Technologies from IBM in late 2018) is a suite of enterprise marketing management tools including marketing automation with cross-channel campaign management, budgeting and forecasting, project workflow management, asset management, brand management and spend management.
Well suited for vast business needs, Less suitable when planning for small limited business requirements. However, if the business is vast & the business requirements become vast, its easy to comprehend with Amazon Personalize, as most of the functions would be pre-built & as users, we can customize to our needs to meet business demands.
I think it is wel suited for a business with a lot of one on one relations in the database. For example a supermarket that sells products to a client and gives a reduction on that product. It is nice if the selection process is not to complex and does not involve to many calculations. It is also nice if it is very clear what you want to follow up. In our environment we have lots of many-to-many relations. for example one product is held by more then one client. And that client might have more of those products with other clients. These kind of situation demands for a lot of calculations with derived fields(*), and there things go far too slow. Unica is probably not such a good solution for us, because our environment is too complex, and so is to process of creating the selection, we often have to change things in the selection flows. Because of the complexity it is difficult to see what the flow is exactly doing afterwoods, it also takes to much time to modify existing campaigns. The interface is not handy to work with, if you have long lists of variables, of tables or derived fields(*) you have to scroll through trough them, you can not really search them or reorder them. You can not drag and drop fields or other objects like derived fields in the flow, what would be easy if you have to make frequent changes to the proces flow. When you copy objects something the content of the object changes because the links with other objects or lost. (*) derived field: field to calculate something
Ability to translate Multiple SQL queries into a very easy to use visual GUI.
Provides the ability to pre-define segments, run them once in off hours, store them in their own system tables for quick youth and a significant reduction in CPU utilization on the database.
It’s use of Reusable objects. Including user variables to pre-define calculations one time, macros that you can create and pass values to parameterize the SQL code And the creation of templates to easily replicate work.
It’s ability to bring in external data on the fly that can very easily be mapped into any flowchart.
It’s flexibility and creating UNIX script via triggers to automate sending of files to multiple vendors with different FTP sites
It’s flexibility in the output layouts that it can create.
Greater integration of real time (Interact) capabilities with outbound channels, in particular IBM eMessage Email & SMS delivery.
Additional outbound channels to be integrated into eMessage, including Facebook Fanpage & Twitter DM broadcasts. At the moment these are possible only through custom additional integration.
Support for additional marketing database technology, e.g. MySQL, Exasol, ParAccel, WX2.
Provision of database technology with software purchase, as Web technology (IBM WebSphere Express) is supplied for free, but no database is supplied - since IBM also market DB2, which is a supported technology it seems a shame.
There are three main factors to renew a licence: 1) Cost to migrate to another platform would be rather expensive and time consuming, plus the requirement of retraining employees to use a new tool 2) It has been proven time and time again that it is a market leader in the space (10 years +) 3) It can be built upon, with the addition of additional IBM EMM modules - despite theories it does have very strong digital capabilities.
- We had to rebuild a part of the datamart afterwards to tighten up and simplify the selection process. But as it was too time consuming to rebuild all the existing campaigns, we no run campaigns on different versions of the datamart. - The response tracking of the campaigns never worked out well, it was impossible to implement a direct response where there is a link between the lead and the response in our operational process
Easy to integrate with existing applications, Easy to personalize for new users, Batch deploy, good recommendations and good suggestions based on current requirements, business goals get easy prioritized based on user needs and recommendations, it can work with existing tools and easily adapt the details and requirements from the existing tools.
The contact history and the response history are so powerful. You can track whatever you want to help the call center to push relevant offers to our customer. In addition, predictive models can be built, with patience, in IBM Campaign. If you have some complaints from the call center about any campaigns, you can easily validate it into the contact or response history.
