novolingo.ai
Frequently asked questions

1. Program and module size limitations

What are the practical limits (lines of code, file size, module complexity) that your AI platform can comfortably process in a single run?
What are the practical limits (lines of code, file size, module complexity) that your AI platform can comfortably process in a single run?
What are the practical limits (lines of code, file size, module complexity) that your AI platform can comfortably process in a single run?
How does the system handle large, monolithic programs (some MultiValue sites have modules exceeding tens of thousands of lines)?
How does the system handle large, monolithic programs (some MultiValue sites have modules exceeding tens of thousands of lines)?
How does the system handle large, monolithic programs (some MultiValue sites have modules exceeding tens of thousands of lines)?
Are there published thresholds after which the platform automatically splits, batches, or chunks analysis?
Are there published thresholds after which the platform automatically splits, batches, or chunks analysis?
Are there published thresholds after which the platform automatically splits, batches, or chunks analysis?

2. Preprocessing & data preparation

How much preprocessing or code “clean-up” does the input require for optimum analysis by your platform?
How much preprocessing or code “clean-up” does the input require for optimum analysis by your platform?
How much preprocessing or code “clean-up” does the input require for optimum analysis by your platform?
Are there recommended best practices for structuring / commenting legacy MultiValue code prior to uploading?
Are there recommended best practices for structuring / commenting legacy MultiValue code prior to uploading?
Are there recommended best practices for structuring / commenting legacy MultiValue code prior to uploading?
Does the tool automatically handle nonstandard or highly idiosyncratic site conventions (e.g., odd record layouts, hybrid call structures)?
Does the tool automatically handle nonstandard or highly idiosyncratic site conventions (e.g., odd record layouts, hybrid call structures)?
Does the tool automatically handle nonstandard or highly idiosyncratic site conventions (e.g., odd record layouts, hybrid call structures)?

3. Quality control & human-in-the-loop

For the business logic documentation and rule extraction: is there always a human review stage, or is it fully automatic for most clients?
For the business logic documentation and rule extraction: is there always a human review stage, or is it fully automatic for most clients?
For the business logic documentation and rule extraction: is there always a human review stage, or is it fully automatic for most clients?
How do you manage or flag ambiguity or edge cases in legacy code with unclear logic?
How do you manage or flag ambiguity or edge cases in legacy code with unclear logic?
How do you manage or flag ambiguity or edge cases in legacy code with unclear logic?
Is there a workflow for users/coders to correct or annotate the AI-created documentation?
Is there a workflow for users/coders to correct or annotate the AI-created documentation?
Is there a workflow for users/coders to correct or annotate the AI-created documentation?

4. Adaptation to Client Environments

How do you train or tune the platform for unique legacy conventions, custom field names, or organisation-specific code idioms?
How do you train or tune the platform for unique legacy conventions, custom field names, or organisation-specific code idioms?
How do you train or tune the platform for unique legacy conventions, custom field names, or organisation-specific code idioms?
Are there tools or APIs to “plug in” client-specific dictionaries, naming conventions, or data maps?
Are there tools or APIs to “plug in” client-specific dictionaries, naming conventions, or data maps?
Are there tools or APIs to “plug in” client-specific dictionaries, naming conventions, or data maps?

5. Privacy, IP, & Security

Can you clarify how code and related metadata are stored/processed (esp. relating to client IP and GDPR/privacy sensitivities)?
Can you clarify how code and related metadata are stored/processed (esp. relating to client IP and GDPR/privacy sensitivities)?
Can you clarify how code and related metadata are stored/processed (esp. relating to client IP and GDPR/privacy sensitivities)?
Is there an on-premises or private cloud deployment option for sensitive clients?
Is there an on-premises or private cloud deployment option for sensitive clients?
Is there an on-premises or private cloud deployment option for sensitive clients?
Can I access, update, or delete my personal information?
Can I access, update, or delete my personal information?
Can I access, update, or delete my personal information?
How long do you retain my personal data?
How long do you retain my personal data?
How long do you retain my personal data?