Denodo is the eponymous data integration platform from the global company headquartered in Silicon Valley.
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OneTrust Privacy Automation
Score 8.2 out of 10
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The OneTrust Privacy Automation solution is used to simplify compliance, improve operational efficiency, and enable risk-informed decisions.
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TIBCO Data Virtualization
Score 8.6 out of 10
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TIBCO Data Virtualization is an enterprise data virtualization solution that orchestrates access to multiple and varied data sources and delivers the datasets and IT-curated data services foundation for nearly any solution.
In its tool selection process, Cloetta used a Value for Money model on Excel, scoring the functions, performance, vendor qualifications, support, and consultancy required against the total cost of ownership for the first five years of usage. The company went with TIBCO® Data …
Denodo allows us to create and combine new views to create a virtual repository and APIs without a single line of code. It is excellent because it can present connectors with a view format for downstream consumers by flattening a JSON file. Reading or connecting to various sources and displaying a tabular view is an excellent feature. The product's technical data catalog is well-organized.
I strongly recommend it for general management of personal data privacy programs and risk and contract management, it complies with all major world legislation in addition to being easy and fast. Not recommended for data discovery still requires refinement.
TIBCO Data Virtualization is well suited for customers who are challenged to deal with extracting data from dozens of different sources and systems, and do not have the time and liberty to hire data engineers and/or ETL developers to write dozens or hundreds of complex ETLs. However, there are situations where TIBCO Data Virtualization severely underperforms, and those are where we are dealing with large volumes of data, in tera bytes or peta byte scale system. For example, a messaging queue which sends 200 million messages every hour will choke TIBCO Data Virtualization if the technology is chosen to route the data.
Caching - but I am sure it will be improved by now. There were times when we expected the cache to be refreshed but it was stale.
Schema generation of endpoints from API response was sometimes incomplete as not all API calls returned all the fields. Will be good to have an ability to load the schema itself (XSD/JSON/Soap XML etc).
Denodo exposed web services were in preliminary stage when we used; I'm sure it will be improved by now.
Export/Import deployment, while it was helpful, there were unexpected issues without any errors during deployment. Issues were only identified during testing. Some views were not created properly and did not work. If it was working in the environment from where it was exported from, it should work in the environment where it is imported.
Performance of TDV repository database is rather poor for larger numbers of objects .(Note: We have approx. 9tsd objects introspected in TDV and approx. 20tsd objects generated in upper DV layers.)
Propagation of privileges to parent/child dependencies does not work when applying recursively on a folder. (It's a huge setback when working with large number of objects organized semantically into subfolders.)
Lack of command line client interface for scripting at the time of version 8.4 (I had to write my own CLI.)
TDV Studio does an absolutely horrible job with its own code editors when indentation is in place. Also, the editor is brutally slow and feature-poor.
Tracking privileges on the level of table/view columns causes occasional problems when regranting.
TDV's stored programs ("SQL scripts" in their own terminology) compiler leaves out many syntactic and semantic checks, making them hugely prone to run-time errors.
TDV Server's REST API is a very poor (in terms of features) and flawed cousin to its SOAP API (at the time of version 8.4).
TDV's interface is a bit dated and not entirely intuitive. Would recommend some UX design review as the interface leaves a bit to be better understood to be used by users without inherent knowledge of Tibco. Overall I'd suggest more improvement here to ensure usability by a lesser tech audience.
We have used a shared hosted tenant managed by OneTrust for over three years with only one instance of a lengthy (4+ hours) unexpected outage which happened years ago.
Denodo is a tool to rapidly mash data sources together and create meaningful datasets. It does have its downfalls though. When you create larger, more complex datasets, you will most likely need to cache your datasets, regardless of how proper your joins are set up. Since DV takes data from multiple environments, you are taxing the corporate network, so you need to be conscious of how much data you are sending through the network and truly understand how and when to join datasets due to this.
We selected a European hosting location based on our initial use case, however, our usage of the OneTrust platform has expanded globally to where the majority of users sit in the Americas or Asia-Pacific regions. There is a noticeable lag when navigating the platform for users located far away from the hosting location.
As a user, you can mitigate any sluggish response time by the aggressive use of multiple browser tabs. I commonly have one tab open on an Inventory detail screen, another tab on an Assessment window, and maybe another tab on a customized inventory list screen. If one tab is slow I hop to another tab and work on that tab while the first tab responds.
This product's performance is very consistent. It is extremely rare for templates to fail. I've been using this software for 5 years and find it to be both simple and powerful. The impact within the company has been very positive as different processes in different areas, such as data analysis, development, and integrations, have been improved, and, best of all, it has not affected the users. Various systems with which it is connected in order to obtain information.
Both our customer rights access and cookie consent advisors were responsive and helpful in getting us trained on using the platform and the various assets implemented on our website. We had multiple training sessions that were more than enough in getting all of the users on our team familiar with what we needed to do.
On a few occasions I have asked TIBCO technical support for help because I have adapted perfectly to their tools, but in those few that I have communicated with their technical team I have received personalized, attentive, responsible attention and I am always assisted by an expert staff the topic. A TIBCO technical support technician spent more than an hour helping me to solve a problem in the initial stage of implementation in my department and this is something that I always appreciate.
An implementation specialist worked with us remotely during our initial deployment. Due to the diverse geographic locations of my organization's participants, the implementation and training had to be done remotely (this was before COVID-driven remote work).
The implementation specialist was knowledgeable and helpful but to really get full benefit from the platform I encourage organizations to dedicate a specialist within your company to really study and learn the platform.
The training was helpful. I was able to understand how to use TIBCO for the data load process that we implemented and how to perform various troubleshooting steps based on the training I received. The technician was thorough and took the time to answer any questions. Once we were shown how to use TIBCO in the test environment, we were able to configure the production environment ourselves.
Other vendors have clearer, more visual implementation documentation. We also did not have our data architect and and server administrator available full-time for implementation. In the future, we will secure the necessary internal resources.
First, when we compare OneTrust Privacy and Data Governance Cloud to the software I mentioned above, OneTrust Privacy and Data Governance Cloud software was way more affordable than the other 2. Also, along with the other 2 software, OnTrust was one of the most user friendly tool/software we've ever used.
We did not need to evaluate another technology in the same category for data virtualization, since we are 100% sure of the capabilities and benefits that we would have with TIBCO Data Virtualization, both for market positioning as well as success stories from other companies. great renown worldwide. From the first day of use, it meets our needs to provide the expected solutions.
The platform has exceptional capabilities to customize the user interface, reports, and recorded information. In most cases, the customization can be compartmentalized so that if the customization performed for Department A is determined to not impact Department B, the customization can be hidden from Department B.
We have four different departments using the IT Risk Management module. Three departments share their work in what we call the 'shared data risk management zone'. Another department is using IT Risk Management for a bespoke portfolio risk management task, and the customization for this department is largely hidden from the other departments.
