Prophecy: Emergence of a Low Code Data transformation platform
Akash A Wadhankar
Data and AI Influencer | Senior Solution Architect @ InfoCepts | Believer of Big Leap
We were having a conversation with our team related to one of the AI projects. We were planning to for using an LLM to solve a problem. One thing that was written as a caution. Feeding the data to LLM is a costly affair. You need to make sure that you give a right data to LLM. So that you can get the right answers. Feeding unnecessary data might spoil your experiment.
Suddenly I realized that how, on a massive scale a data transformation processes are going to be built in coming days. There is a survey which says we won't have enough data engineers to sit down and design pipelines. Therefore, the low code tools are on the rise. Future companies are going to be Data and AI. It is essential that not only the data engineers but also data scientists, sales and marketing guys should be able to build their own pipelines. This would then lead to democratization of data processing.
How a low code, no code tools such as Prophecy is need of the day?
Data transformation processes revolve around few major components.
Prophecy has done an amazing job in putting these pieces of puzzle together. On top of this they have added low code capability. Low code capability is available for Data engineering operations, orchestration, SQL processing. With limited knowledge on Data Engineering any user can create data pipelines in few minutes. They have done amazing join of adding DataOps, Data quality, Lineage and monitoring on top of that. A full package of components.
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How prophecy bridge a gap between a platform and business users?
Databricks has created an amazing platform for ETL. But prophecy is icing on the cake. It bridges the gap between a platform and business users by providing an interface to create data pipelines. User without any knowledge of Data engineering can create their own pipelines as per their needs.
How could prophecy act as a catalyst to speed up process of modernization of Data world?
Data modernization is a heck of activity. The standardization that come with tool like prophecy can help bring in more hands in the process. This would in turn dramatically improve the overall time taken.
Standardization in data modernization is the way forward. Prophecy is set to introduce a fresh perspective to low-code, no-code modernization approaches. Its seamless integration with innovative platforms like Databricks is promising. We look forward to continually exploring this amazing platform.
Thank you for reading! Happy learning!