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AI Case Study

AI powered analytics platform for accurate data assessment

Benefit from the progressive technology and generate up-to-date, precise MYSQL database reports using ai data analytics tool

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Customer Overview

Facilitate complicated SQL query data analysis with AI

The client wanted a real-time analytics platform in data analytics for their IT company. The primary objective was to uncomplicate the process of gathering accurate insights into SQL queries in real time. They wanted an AI data analytics tool that is easy to use and can handle multiple queries at the same time. For further ease of functionality, they wanted it to be an NLP-powered platform, so the user can easily put the query in natural language.

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Business Challenges

How we streamlined data analysis with AI

  • Data Analysis Inaccuracy

    Data Analysis Inaccuracy

    Integrated advanced AI models for accurate natural language understanding

  • Security Concerns

    Security Concerns

    Implemented robust connection protocols to ensure data integrity and security

  • Real-Time Data Analysis Limitation

    Real-Time Data Analysis Limitation

    Reduced latency by applying useful communication protocols & data handling

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AI Tools & Techstack

Technologies we used to build a data analytics AI platform

  • Openai API

    OpenAI

  • MySQL

    MySQL Connector

  • JSON

    JSON

  • FastAPI

    FastAPI

  • Custom LLM

    Custom LLM

  • Web Socket

    Web Socket

  • NLTK

    NLP

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Solution Overview

An AI powered data analytics platform to access databases in real time

We designed an AI data analytics tool for our client, which allows easy access to and analysis of the MySQL database when required. The platform simplifies collaboration with robust connectivity and accelerates the process with AI-powered report generation. We also added natural language processing, so users do not have to rely on certain keywords to get the results. Additionally, we added RAG to further ease the conversion of unstructured data into datasets and improve output accuracy. 

Features

  • Robust Database Connectivity
  • Easy Data Integration
  • NLP-Based Query Understanding
  • Real Time Data Interaction
  • Interactive Dashboard
  • Low Latency WebSocket Communication
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Business Benefits

Advantages of using AI data analytics platform

  • Adaptability

    Quicken the decision-making process and adapt easily to the ever-evolving market conditions by accessing the AI-generated data analysis

  • Easy Collaboration

    Utilize the intuitive dashboard to simplify collaboration among stakeholders by centralizing and making the data accessible to everyone

  • Dynamic Chart Creation

    Efficiently visualize your data and turn it into actionable insights by effortlessly generating a thorough chart from thread responses

  • Flexibility And Scalability

    Get the flexibility to manage NoSQL databases like MongoDB for comprehensive support and seamless data management per your requirements

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Ready to move forward?

Contact us today to learn more about our AI solutions and start your journey towards enhanced efficiency and growth

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