Teradata Autonomous Knowledge Platform vs. TIBCO Integration (including BusinessWorks and Flogo)

Teradata Vantage is well suited for large scale ETL pipelines like the ones we developed for anti money laundering risk matrices. It handles heavy joins, aggregations, and transformations on transactional data efficiently. We generate alert variables, adjust for inflation, and monitor establishments monthly with it, all integrated with Python and Control-M for a centralised automation across the company. For less appropriate, I would say that heavy resource demands might slow down experimentation for iterative work.

In BusinessWorks it is quite easy to develop applications and monitor where as it is not similar with Scribe. The data which successfully processed in Scribe is quite difficult to view. I think the Scribe console tool should have better view for the data it has processed.At times we founds some of our sales orders are missing which are unable to update/insert in the DB, after investigation found the issue is in Scribe tool. A case has been raised 02129657 for the same and as per the guidelines from the Scribe support engineer we did changes in the shutdown interval to zero. ''update SCRIBEINTERNAL.SCRIBE.KSYNC
set keyvalue= 0 where KEYNAME = 'SETTINGS.SHUTDOWNINTERVAL''. Later this change we started getting alert emails like ''Fatal error 325 occurred: Message processor shutting down
- defined maximum memory usage (900MB) exceeded. Please contact Scribe support
at support@scribesoft.com if this
problem persists''. We found this issue is a critical one as the occurrences of it is decreased but still it is persist.

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• ETL (Extract - Transfor - Load)
• NOS to send data from Teradata Vantage to S3 and from S3 to Teradata Vantage
• Teradata GeoSpacial feature
• Bulk reading and writing in huge tables
• MPP capacity already mature
• Temporal Capacity more mature that other solutions
• TASM

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• The UI is easy to navigate and map flows are intuitive and easy to build upon after some basic training. However, a user should have some basic knowledge of writing nested statements.
• Very responsive customer support.
• The debug feature is a great tool for troubleshooting. You can easily identify where the issue is in your flow. At each debug step, it returns the expected value, and when there isn't the expected value, you know when to modify your flow.

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• Teradata is an excellent option but only for a massive amount of data warehousing or analysis. If your data is not that big then it could be a misfit for your company and cost you a lot. The cost associated is quite extensive as compared to some other alternative RDBMS systems available in the market.
• Migration of data from Teradata to some other RDBMS systems is quite painful as the transition is not that smooth and you need to follow many steps and even if one of them fails. You need to start from the beginning almost.
• Last but not least the UI is pretty outdated and needs a revamp. Though it is simple, it needs to be presented in a much better way and more advanced options need to bee presented on the front page itself.

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• Missing functionality: We like to run all the files available in the FTP when clicking the run button. Right now, we have to click the run button several times (or have multiple solutions) in order to run files from our FTP site one at a time.
• Generating column fields every time a file changes from the source in the FTP is very tedious. Working in integrations makes me have to go back and forth a lot of the time, and doing this is incredibly annoying.
• The security is horrendous. We installed an on-premise agent on the customer side, but we don't want them even touching the ETL tool at all. The only knowledge we are fine with knowing and being able to see is that they installed the agent, not the solutions themselves.
• Our company's connector would have to point to the dataset name rather than dataset ID. It was very frustrating because we change the dataset name a lot, and then we'd have to repoint it.
• It's very difficult to monitor the different integrations that go on because there isn't a consolidated dashboard.

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Teradata is a mature RDBMS system that expands its functionality towards the current cloud capabilities like object storage and flexible compute scale.

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We are deeply entrenched in using Tibco Scribe capabilities, and we are only expanding our usage. It would be one thing if we used it only for a one-time data load, but we have several Scribe maps running constantly, keeping business-critical data up to date. And the ease of use for the occasional, mass data update or upload is simply icing on the cake. I'm a big Microsoft fan, so there is potential down the road to convert our Scribe data integrations to Microsoft Flow (or Power Automate as it is now called). But for now, the functionality just isn't there with Flow (Power Automate), plus the work involved to change all our current integrations would be a large undertaking. So for now and the foreseeable future, Scribe will remain our data integration tool of choice.

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Teradata Vantage allows us to create a scalable infrastructure to support our strategic initiatives. The dedicated compute power ensures reliable performance with isolated workloads and dedicated resources, optimizing workflows for faster, more efficient data transfers. The compute clusters support ETL processes and OSF’s developers and data science team with the flexibility to create self-service analytics, to spin up/down at any time, driving better performance and minimizing costs.

As mentioned in the previous sections, setup and maintenance is extremely easy. We don't have many issues for which we need support and there is no need for deep technical skills to use Tibco Cloud Integration platform. The solution provides everything we need for our specific use case, being the replication of our Microsoft Dynamics 365 CRM data to our on premise database for reporting.

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We have not had any issues with TIBCO not being available when needed. I have only had to contact support less than 5 times in about 5 year time frame due to syncing issues or a problem with the agent. Support is very quick to respond as well as very helpful.

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TIBCO Cloud Integration (including BusinessWorks and Scribe)'s performance of the user interface are not to be complained about. The user interface is swift and is a pleasant user experience. The replication jobs take some time to finish but that is because the number of records to be updated/created on a daily basis is quite big. I did split up the jobs between highrunners (entities with a lot of changes) I update on a daily basis and quite stable entities that I update weekly. That solved my issue of a way to long replication.

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We have meetings at the beginning with the technical team to explain our requirements to them and they were really putting in a lot of effort to come up with a solution which will address all our needs. They implemented the software and also trained a few of our resources on the same too. We can get in touch with them now as well whenever we run into a roadblock but it's very less now.

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For creating new process, you have lots of palettes to do every develop you need. For created process it is easy to understand even if you have ever seen before it. You can analyze your process in all their detail. User Experience is positive for beginner and expertise people. Just debug mode is still raw, but better in TIBCO BusinessWorks 6.x than TIBCO BusinessWorks 5.x .

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Before using TIBCO Businessworks, I participated an official training with a specialized instructor. In this training, I learned what I needed to know to build some applications or web services and how to manage its. It was been very important to me. I understood many technical stuff to familiarize with this powerful platform. I can advice TIBCO Educational Services.

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really good resources

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If we don't design the process correctly, it can do lot of damage (like deleting files or data etc.,) and might assume product issue rather than a design flaw. So it is always recommended to do thorough unit testing , QA and a design review even for a small process to avoid major problems.

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Teradata is way ahead of its competitor because of its unique features of ensuring data privacy and data never gets corrupted even in worst case scenario. In most cases, the data corruption is a major issue if left unused and it leads to important data being wiped off which in ideal case should be stored for 3 years

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Used TIBCO for migration of our data for our learning management system.TIBCO, succesful Content ,data migration(courses, classes, registrations, transcripts etc.) ,User migration(Internal users and Partner migration)and Report migrationIntegrations with different applications Workday,Single Sign-On,CertTracker,Okta,Partner contact sync and Questionmark is succesful.LOD: Learn on demand is a third party vendor application where all Virtual classes are delivered by the vendor application. Learning management system sends the class and registration events to learn on demand via real time web service call through TIBCO

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We could easily add multiple agents and new systems. This had no impact on the performance. We had some issues because flows cannot be splitted and called by each other. So you have lots of flows which are the same. It would be great if this was improved. Also transferring values via variables between flows seems to be impossible. You can only use global lists with dictionaries.

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• Moving to Teradata in the Cloud-enabled a level of agility that previously didn't exist in the organization. It also enabled a level of analytic competency that was not achievable using other options on the aggressive timeline that was required. We didn't want to settle for reinventing a wheel when we had a super tuned performance capable beast readily available in Teradata. Teradata lets us focus on our business rather than spending money and effort trying to design software or database foundations features on an open source or lower performance platform.

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• Startup time - the quick time in which we can provision integrations means we can deliver requirements quickly, which is what our departments need
• The online training means we can easily get users up and running without the need for the internal cost of training
• Development time - The development that was needed to create connectors for our custom application was large

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