IBM SPSS Modeler vs. Microsoft Power Automate

Fast NLP analytics are very easy in SPSS Modeler because there is a built-in interface for classifying concepts and themes and several pre-built models to match the incoming text source. The visualizations all match and help present NLP information without substantial coding, typically required for word clouds and such. SPSS Modeler is good at attaining results faster in general, and the visual nature of the code makes a good tool to have in the data science team's repository. For younger data scientists, and those just interested, it is a good tool to allow for exploring data science techniques.

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Very useful RPA tools for automating processes with minimal coding and drag-and-drop functionality, with a wide variety of triggers, including scheduled time-based triggers and activity-based triggers, such as modifying a file/list in SharePoint to run a Power Automate flow. Very easy-to-use UI with native integration with every Microsoft product, and a very low automation failure rate for deployed workflows.

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• Combine text and data
• Provide facilities for all phases of the data mining process.
• Use a node and stream paradigm to easily and quickly create models.

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• Sending confirmation email to clients and user once the flow is triggered.
• Fetching or Dumping files from one location to another if the flow is triggered.
• Schedule flow helps to send alerts and triggers the flow at a specific interval of time to carry out the required task.
• Power Automate also be used to convert any file format to a specific file format and save it to the required location

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• Has very old style graphs, with lots of limitations.
• Some advanced statistical functions cannot be done through the menu.
• The data connectivity is not that extensive.
• It's an expensive tool.

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• Steep learning curve.
• It can be slow to develop simple solutions compared to other automation platforms such as Smarsheet.
• Troubleshooting and developing can be frustrating without proper access to edit the code directly.
• Only able to edit through the GUI and with expressions.
• Many ways to do the same thing can be frustrating when you need to rework your flow.

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The tool is very useful when used with its various native connectors, taking great advantage of the integration between the components and systems of the Office365 universe. However, its cost is still high, and automation using more advanced components containing AI resources becomes unfeasible for some companies. Due to the financial crisis that many companies are currently experiencing, investment in automation systems or tools is taking a back seat.

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The ability to do predictive modeling, text analytics for both structured & unstructured data, decision management, optimization, and support for various data sources

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Power Automate features a clean and intuitive user interface that allows users to create, manage, and monitor workflows easily. The UI is designed to be accessible to both technical and non-technical users, with drag-and-drop functionality for building workflows. Power Automate supports integration with a wide range of Microsoft and third-party applications. This flexibility in integration allows users to automate workflows across various systems, enhancing overall productivity and efficiency.

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The online support board is helpful and the free add ons are incredibly appreciated.

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both Community support and Microsoft official support typically respond to (and resolve) reported issues in a VERY expedient manner, usually going above and beyond for education and bugfixing. I have been thoroughly impressed with the level of support I had been provided in the past.

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after reviewing the main features of Power Automate, the Microsoft trainer focused on some of our real life use cases implementation, from simple to more advanced.

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although it was productive, it is more difficult to stay focused and in a 7 hours a day online training (including screen share issues and the fact that the trainer just can't precisely show the exact location of your mistake)

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Overall, our experience implementing Microsoft Power Automate has been positive, with a relatively low barrier to entry and a fast time-to-value—especially because it integrates natively with Microsoft 365, which we were already using extensively. With Respect to migration, I had a very good experience where existing workflows were reviewed and simplified. Unnecessary steps were removed. Business rules were reimplemented using Power Automate logic. We migrated Approval workflows, email-based notifications, SharePoint-centric processes, and simple integrations.

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When it comes to investigation and descriptive we have found SPSS Statistics to be the tool of choice, but when it comes to projects with large and several datasets SPSS Modeler has been picked from our customers.

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Microsoft Power Automate is worlds ahead of Zapier in so many ways. The looping, DOM access, and flow controls are much better. I feel that accessing different data within previous connectors used in a flow is much easier in Microsoft Power Automate as well. The custom connector creation process is a lot more pleasant in Microsoft Power Automate. The DateTime data type is handles MUCH better in Microsoft Power Automate, which is reason enough to use it.

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I have not done any participations

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Microsoft's professional services provide hands-on support throughout the implementation lifecycle of Power Automate.This includes initial setup, configuration, integration with existing systems, testing, and deployment. They ensure that workflows are correctly designed, optimized for performance, and aligned with security best practices.

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• Positive - Ease of decision making and reduction in product life cycle time.
• Positive - Gives entirely new perspective with the help of right team. Helps expanding the portfolio.
• Negative - Needs to have good understanding about mathematical modelling, of which talent is rare and expensive. Hence, increase the costs for R&D and manpower.

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• You can automate a lot of process very easy like automatic mails for status updates and such. This will save a lot of time and is more accurate, faster and up-to-date than a user can be.
• Task approval is centralized and automatic reminders save us a lot of time.
• The ROI is good if you have a lot of use cases and things to automate

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Invited by TrustRadius (TR) on Vendor's Behalf

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