It offers integration with some of the latest data platforms, streaming platforms like Kafka, for example. And the setup of the platform is very challenging.

Regarding the cloud, it is deployed in the private cloud of the vendor, so it poses challenges regarding the security of the data and the confidentiality of the data. There was no offering of a cloud version deployable in the client's tenant where all the data would reside.

Their UI needs improvement. Their scorecards and reporting also need improvement. Their data quality reporting, especially their dashboards and scorecards, is lackluster at best. Its reporting capabilities are limited. If you want to do anything beyond its limited reporting capabilities, then you're going to have to use an external reporting tool such as Power BI or something like that.

It has a few glitches that they haven't fixed. For example, while creating a new scorecard, when you get up to a point, you have to stop and save what you've done. You have to exit and then go back into the tool to finish up your work. From the development aspect, using their scorecard tool has a couple of glitches in it. This might be a tool that they're going to eventually phase out. So, they're just not doing a lot of work on it. I've been living with it for a few years now. I've learned that I got to save my work, and then I got to get back into it to finish up what I was doing.

There's certainly room for improvement. One crucial area is generating detailed reports on file statuses. Presently, this is represented visually, often as graphs or charts. Such reporting could offer comprehensive insights into the areas that demand attention and further scrutiny.

Accuracy is one of the key areas a client looks at before using a solution. Considering internal data from legacy systems, it is quite difficult to know if Informatica Data Quality meets that high level of accuracy criteria. The aforementioned area can be considered for improvement in the solution.

Because we are moving everything to cloud and our platform is in Azure, it has an infrastructure as a service. I'd like to see a platform as a service, to avoid having to take care of the payments as an upgrade for the platform. I'd like to have email as a service, it would allow us more flexibility. But we already know that Informatica have a cloud integration service but it's not mature enough to do what's required. The service model can also be improved. 

There is room for improvement in the Data Marketplace aspect. Specifically, we found some basic functionalities lacking, like transparent integration of quality indicators. Customizability and additional features in the Data Marketplace would be welcomed in future updates. 

The tools required to migrate existing mappings and server rules through cloud data quality are not available. Additionally, there is no alert mechanism in place for the existing IDQ that can be integrated with email alerts.

One area that could use improvement is the speed of the web interfaces. At present, they are very slow. I think it is essential that we are original and robust on-premises.  

We are in this transition mode, where we haven't yet got IDMC, the cloud version, so we don't actually have hands-on experience and have not actually seen the features. All we rely on, at the moment, is just the available documentation. What I don't like on the IDQ side is just the fact that in the on-premises version, you have all these applications, with separate configurations. In the cloud solution, it is fixed so that you have everything on one platform.

The performance isn't as good on-premises. For example, when you install clients, it's slow compared to the cloud. Still, we need to see. We haven't experienced it ourselves. 

The upgrades are a downside. On-premises you manage all the changes in the software. You have to do that yourself, and if there's some problem with compatibility, it makes things that much harder. With the cloud, everything is managed by Informatica on the servers.

Managing the licenses with the on-premises version was difficult. However, with the cloud, it will be much simpler. 

Exploring the possibility of incorporating AI capabilities that can suggest additional rules would significantly streamline our data analysis process following data profiling. Many other tools offer this feature, enabling them to suggest rules, which can be generated with just one or two clicks.

The visualization is very limited. It's not modern age, it's not self-service BI. It only has three levels of granularity on which you can present data and that's not enough. What's more, we had a few problems with the configuration. At times we found it difficult to integrate with other systems, but it turned out that the problem wasn't with the solution but with our firewalls. We had a couple of bugs but they are all fixed now. 

Another feature I would also like to see is tagging. At this stage, we can't tag data in the database of the data source with particular data flows. This is a nice feature that other solutions have and that Informatica lacks. We have to analyze and store data in a database and then we have to analyze it again and go through the servers. This takes up double storage. So if the data could be tagged at the database instead, anybody who has access to this data will know if there is a problem with the accuracy or anything else.

I would like to see better visuals for business users, such as a dashboard where they can precisely track where problems are. You should be able to better visualize data quality.

When running a workload, we can only use the command mode. We were expecting Data Quality to offer the same type of workflow as PowerCenter.  

Although we are very satisfied with the design of the UI, executing tasks with it can be difficult.

It can be improved in terms of performance and execution. I'm expecting better performance. It currently has some restrictions in terms of execution. For example, if we want to run it in the command mode and execute it, there are some restrictions, and we are facing some issues with a huge volume of data. These restrictions are not there in Informatica PowerCenter because we are able to execute a huge volume of data, and there are more ways to execute it. 

I think improvements can be made regarding the ability of the product to leverage the power of big data. It would also help if we could get the software as a services product so that we feed in the requirements and it's a more customized solution. I think that would increase the adoption by customers. 

The tool's performance is an area that should be given further consideration.