How to use a custom Validator with a non-zend/mvc application

Can anyone please guide me how to use a custom validator with an exisiting application. Please note that the application is not using Zend MVC modal and zend forms.
I am able to use the builtin validations/filters to validate my data but not been able to use a custom validator.

Thanks.