Azure Data Factory vs. Power Apps

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.

Incentivized

Power Apps is ideal for scenarios that are neither too complex nor too large. It is easy to begin development in Power Apps, as it is one of the best tools for low-code development. Power Apps can be implemented for complex scenarios as well, provided there is strong knowledge of the tool and ample time for planning. Our applications benefit from Power Apps' cross-platform support, making it easy to use on any device, including desktops, laptops, and mobile devices.

Incentivized

• Data Ingestion - it works very well with numerous data sources.
• Data pipeline orchestration: It is a generic, popular tool for orchestrating data pipelines.
• Works well in Azure ecosystem, Azure services and data platforms like Databricks.
• It is a serverless and scalable solution for cloud data integration.

Incentivized

• Power Apps has formats that are pre-built that don't require any coding which makes it easier to achieve your vision. This does become a challenge if your App needs don't fit into that format.
• We deal with a ton of data so the fact that you can connect to any data source in addition to their pre-stablished data connections makes the process a breeze.
• The online learning resources and tutorials are helpful as well for those who are tech savvy.

Incentivized

• 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

Incentivized

• Sometimes the cost of solutions is greater than the benefit. Licensing is expensive relative to the scope of some business user-created personal or team-level solutions.
• While there is a starter-kit for Governance, it is complicated to stand up and requires dedicated resources to provide on-going governance operations. Many organizations are not going to be able to dedicate resources to governance and this causes the sprawl, solution duplication, silos, unneeded and unplanned licensing expenses, and a general "wild wild west" environment.
• There needs to be better direction and best practices given around Power Platform Environment utilization and optimization.
• The accessibility to the platform and ease for business partners to independantly create solutions is both a benefit and a negative. When the business outcome needed is a good fit for PowerApps it is a quick win, but when not a good fit it becomes a frustration for the business partner attempting to make the platform do something it is not well-suited for. The business partner entangles tech teams in the effort which drains resources and provides a lack-luster solution. All of this to say, it would be beneficial to have some tools that business partners could leverage to determine\understand if the type of business outcome they need is well suited to PowerApps or not.

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.

Incentivized

PowerApps is a great solution and I have spent the last year familiarizing myself with the platform and building custom applications to complete a whole range of tasks such as asset management, custom invoice generation, and item restriction tracking. We as a company have barely begun to scratch the surface of what can be achieved with PowerApps.

Incentivized

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

Incentivized

The community forums are extremely responsive to questions asked, there is a good body of online documentation and many community posts to draw from. Although the platform has changed, which means some of the posts are out of date and the solutions provided aren't relevant. Of relevance, I read over 400 articles plus documentation to get this first app built in SharePoint, move it to SQL and make it work exactly the way it should.

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.

Incentivized

1. PowerApps functionality comes with E1 over E3 License without adding extra costs 2. For Nintex you pay (at the beginning) for each workflow, so my intention would be, to do no workflows to prevent additional costs, but I want a platform with a fair price that allows me to create workflows without thinking about the price for each workflow and we use only some workflow and relative easy workflows and forms as a medium-sized company. 3. PowerApps provides a lot of functionality without needing to invest in premium features directly.

Incentivized

• Facilitate better decision-making and improve business processes.
• Optimize business process outcomes by increasing internal efficiency and operational effectiveness.
• Boosts revenue growth while improving business process agility.

Incentivized

• Automation of manual processes brings an ROI on labor costs.
• Intake of data provides clean database design.
• Connectivity to data-lake provides insights and trends into the data.
• Able to scale operations with efficiencies provided by the app.
• Can mature the process and workflows to do more.

Incentivized