Microsoft's Azure Data Factory is a service built for all data integration needs and skill levels. It is designed to allow the user to easily construct ETL and ELT processes code-free within the intuitive visual environment, or write one's own code. Visually integrate data sources using more than 80 natively built and maintenance-free connectors at no added cost. Focus on data—the serverless integration service does the rest.
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Tricentis Tosca
Score8.8 out of 10
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Tricentis Tosca provides an approach to test
automation that is AI-powered, codeless, and end-to-end so it can test
everything in a complex IT landscape, to ensure business processes
work flawlessly no matter where changes occurs.
Its 160+ technology support helps users test everything at
the UI, API and data layer, including virtually any enterprise, custom,
homegrown and mobile application.
With its model-based approach, Tosca enables business,
QA and IT teams to…
Best scenario is for ETL process. The flexibility and connectivity is outstanding. For our environment, SAP data connectivity with Azure Data Factory offers very limited features compared to SAP Data Sphere. Due to the limited modelling capacity of the tool, we use Databricks for data modelling and cleaning. Usage of multiple tools could have been avoided if adf has modelling capabilities.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I still love to test some desktop applications as well as API's with Tosca. For web applications Tosca is OK but there are better alternatives. As a user, Tosca is really great to work with as you can set up a clean project quite fast. It is also quite easy to make a mess as a non-experienced user, using configurations (but in the wrong way), using TCD (but in the wrong way). It would help if there was more focus on generic test automation fundamentals, many more clear examples and instead of just mentioning the best practices, make users really understand the best practices so they know how and when to (not) apply them.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Ease of maintenance with the help of Reusable TestStep Blocks (Libraries)
Flexible and scalable execution infrastructure to support organizations to ramp up or ramp down the resources based on the requirement.
Various certification courses available on Tricentis Academy to enable users to learn all the available products based on the role desired by the user.
Creation of Execution packs based on the type of testing cycle
AI enabled test case designing with features like test case generation using plain text prompts.
With the help of co pilot, we can now auto generate complex TQL.
Co pilot will summarize what a given test cases will do when executed.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Granularity of Errors: Sometimes, Azure Data Factory provides error messages that are too generic or vague for us, making it challenging to pinpoint the exact cause of a pipeline failure. Enhanced error messages with more actionable details would greatly assist us as users in debugging their pipelines.
Pipeline Design UI: In my experience, the visual interface for designing pipelines, especially when dealing with complex workflows or numerous activities, can become cluttered. I think a more intuitive and scalable design interface would improve usability. In my opinion, features like zoom, better alignment tools, or grouping capabilities could make managing intricate designs more manageable.
Native Support: While Azure Data Factory does support incremental data loads, in my experience, the setup can be somewhat manual and complex. I think native and more straightforward support for Change Data Capture, especially from popular databases, would simplify the process of capturing and processing only the changed data, making regular data updates more efficient
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
Documentation - struggled multiple times with features not explained very well, or not explained at all
The only support is on Tricentis Forums, where, sometimes, based on 'luck' - you will open a support case, and wait few days until you get the chance to speak with someone from Tricentis and show case your issue
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Tricentis Tosca has consistently delivered value through its model‑based, low‑code automation, strong SAP ECC/S/4HANA and Fiori support, and the ability to reuse test assets across regression, upgrades, and transformation projects. Its coverage across SAP, Web, APIs, and desktop within a single platform reduces tool sprawl and maintenance effort, while features like risk‑based testing, CI/CD integration, and business‑readable tests align well with our quality and release goals
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
So far product has performed as expected. We were noticing some performance issues, but they were largely Synapse related. This has led to a shift from Synapse to Databricks. Overall this has delayed our analytic platform. Once databricks becomes fully operational, Azure Data Factory will be critical to our environment and future success.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Tricentis Tosca supports a large number of technologies and applications. it is easier to start and progress on test automation using Tosca. It is a codeless tool which makes it easier to learn for even a entry level engineer.The modular approach makes it easier to create test cases and maintain them for future enhancements.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We have not had need to engage with Microsoft much on Azure Data Factory, but they have been responsive and helpful when needed. This being said, we have not had a major emergency or outage requiring their intervention. The score of seven is a representation that they have done well for now, but have not proved out their support for a significant issue
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Tricentis team was very supportive. Support is expensive but they helped us at many level. Setting up timeline, implementation, precise questions on automation challenges. We had an account manager and technical people we could as to talk to. Support was generally timely and helping. They often proposed to come on site to help us which would cost more but could be helpful
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
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A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
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A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
Azure Data Factory helps us automate to schedule jobs as per customer demands to make ETL triggers when the need arises. Anyone can define the workflow with the Azure Data Factory UI designer tool and easily test the systems. It helped us automate the same workflow with programming languages like Python or automation tools like ansible. Numerous options for connectivity be it a database or storage account helps us move data transfer to the cloud or on-premise systems.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Tricentis Tosca is codeless and therefore easier to use. It's a great tool for people that would start doing automation and have no coding background. It seems like it has the same capabilities as other test automation suites but I felt it lacked a bit of capabilities on the test management suite such as defects test suites organizations etc
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
It really had a very good impact on our ROI. We were able to automate most of the apps and layers with in it and get a very short execution time which led to increased releases with in short span of time.
Time to market really improved and efficiency of developing scripts was not too bad.
With built in test dashboards, it was easy to pull metrics and share the insights with management.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
