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Hybrid data validation engine - Validate data as per your needs and scale effortlessly

Your business is unique, your needs are unique and the customers you're serving are unique, so Impler's data import validation is too. The Hybrid Validation Engine offers a diverse array of static validation options encompassing Text, String, Number, Email, Select, Regex, and Any type. However, its real power lies in its ability to facilitate dynamic validation through custom code.

Data Seeding -

In today’s data-driven landscape, accurate and reliable data import processes are crucial. The Hybrid Validation Engine addresses this need by providing a comprehensive suite of validation tools. It seamlessly combines static validation methods with the flexibility of custom validation logic, ensuring data integrity and reliability according to business needs.

The Hybrid Validation Engine is a feature-rich solution designed to cater to the diverse validation requirements of development and business teams. By offering both static and dynamic validation options, it guarantees data accuracy while maintaining adaptability to specific business needs.

Key Benefits

The advantages of the Hybrid Validation Engine are multi-fold. It offers:

Enhanced Data Accuracy: 

Teams can enforce a wide range of validation rules, ensuring that imported data meets their needs.


The ability to write custom validation logic enables teams to implement intricate validation processes based on their unique requirements.

Time and Cost Efficiency:

By automating validation processes, teams can save time and resources while ensuring data reliability.


Adaptable to various data import scales, from small sets to extensive databases.

Key Features

Core Functionalities
Static Validation Types:

Text, String, Number, Email, Select, Regex, and Any types for immediate validation.

Dynamic Validation:

Custom code implementation for live checks and conditional validations.

Use Cases

Core Functionalities
Ensuring Email Uniqueness:

Verifying that imported emails are unique by querying the existing database.

Conditional Validation:

Requiring an employee ID only for active employee statuses during the import process.

Integration and Implementation


For seamless integration and effective implementation of the Hybrid Validation Engine, detailed documentation is provided:

Static Validation Documentation:

Access comprehensive documentation for static validation here.

Dynamic Validation Documentation:

Explore the dynamic validation capabilities through detailed documentation here.

Moreover, the custom code playground within the platform offers IntelliSense support, alleviating the need to worry about data format intricacies. Notably, the platform simplifies the application of static validation on data, eliminating the necessity of writing extensive code.

Best Practices

To optimize your validation process and ensure efficiency, consider the following best practices:

Keep Validation Code Concise:

Short validation code improves the speed of the validation process, enhancing overall efficiency.

Utilize Regex Type:

Leverage the built-in Regex type instead of manually writing code to validate against regular expressions, streamlining validation processes.

JavaScript with Axios Integration:

Writing validation code in JavaScript and employing Axios to pull data from your backend API offers a robust and flexible approach, ensuring seamless integration with your existing systems.

By adhering to these best practices, teams can streamline their validation procedures, reduce complexities, and ensure a smoother integration of the Hybrid Validation Engine into their workflows.

How it Looks?



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