08 / 09In development
Protection starts with intent. Look beyond the words.
Alpia Shield is in development to protect data and models by bringing protection controls and bot intent classification into the same project.
bot interactions raise questions about what is being requested, why, and which data or models need protection.
Why this product
Put intent in the picture.
A wider protection question
Consider the data and model involved, alongside the interaction. This gives the protection project a defined scope.
Intent as a signal
The project studies what a bot is trying to achieve, extending the scope beyond the wording of a request.
Alpia Shield / 01—03
From a need to a result
- 01
Define the scope
Identify the model and data the protection project should address.
- 02
Examine the interactions
Bring together bot interactions whose intent needs assessment.
- 03
Intent and protection
The project aims to classify bot intent and define protection controls for the supplied context.
An example, made concrete
The starting point
“A bot asks a support model to return the complete customer list. Which intent and protection requirements should be assessed?”
The direction
An illustrative intent assessment: a request to extract customer data. A protection requirement to examine: preventing disclosure of that data through the model.
- Bot intent
- Customer data
- Protection requirements
Illustrative scenario — not a live product session.
Capabilities & boundaries
The scope, clearly defined
Alpia Shield is being developed to protect data and models and classify the intent of bots interacting with a system. Its scope goes beyond filtering the words exchanged with a model.
- You bring
- The model and data to protect, together with the interactions whose intent needs to be assessed.
- The intended result
- The project aims to provide protection controls and classifications of bot intent.
- Keep in mind
- In development. This overview does not establish the effectiveness of protections or the accuracy of intent classification.