Analyze Your Data Instantly with AI-Powered Reporting
ManageSQL is an AI-powered system that automates reporting processes within MES (Manufacturing Execution System) and BPM (Business Process Management). It is designed to enable users without SQL knowledge to create fast and error-free reports effortlessly.
By interpreting users' data requests expressed in natural language, it translates them into optimized SQL queries, retrieves the required information from the relevant database, and generates user-friendly reports.
Properties
Users can query in natural language without needing to know SQL.
The AI-powered system converts user requests into optimized SQL queries. Over time, it creates more accurate and faster queries using ML models.
Gereksiz işlemleri eleyerek en hızlı sorgu planını oluşturur, CPU, bellek ve indeksleme analizleriyle performansı artırır.
It detects slow queries, provides optimization suggestions, and monitors system load and delays in real-time, sending automatic alerts.
Data is presented in the form of charts and dynamic tables, and reports can be exported via Excel, PDF, or API.
It learns user habits to provide smart suggestions and improves performance over time by reducing query errors.
Workflow
Workflow Information
Tables, columns, and related data in the database are analyzed and recorded by the system.
At the same time, existing reports are also collected to be used as references in later stages of the process.
A large language model (LLM) with natural language processing (NLP) capabilities is trained to understand and optimize database queries.
In this stage, the model learns to generate SQL queries, understand natural language requests from the user, and produce responses.
Users create queries in natural language or SQL. The LLM model understands the user's request and generates the most appropriate query to process it.
The generated SQL queries are executed directly on the database, and the data relevant to the user's request is retrieved.
This stage ensures that the information from the database is processed and presented in a meaningful way.
The retrieved data is visualized on MES (Manufacturing Execution System) and BPM (Business Process Management) platforms and presented to the user.
Through this platform, users can create detailed reports and analyze the data.
Benefits
Reporting
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