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Our customer is an innovative SaaS platform for analytics. It is a fast-growing startup based in the USA. Its vision is to take the data intelligence experience to the next level by ​​​​​leveraging big data technologies and predictive analytics. They have many customers across different industries who use our product to get insights from their data daily.

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The Business and Technical Challenges:

Backend of customer's platform developed with Scala. 

Our engineers worked on a solution that would allow platform users to easily manage data, make queries, visualise graphs, create forecasts based on existing data, etc:

• рarse a user request in human language with business terms;

• form an appropriate query to the database; 

• display the results of the query execution from the database in dashboards;

• generate SQL from the user's text input;

• visualise the results.

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The Solution:

Our team decided not to use the previous Rasa neural model. Instead, we decided to rewrite the processing of user requests so that they are only in the code: the user's request is processed using AI models from OpenAI.