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AxiLayer AI · Integrations · Clouds and AI platforms

Vector databases and model files integration

Shows where vector stores, model files and self-hosted inference sit, so they can enter your AI review.

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What it does

What this integration does

This integration shows the stores and files that sit behind AI applications: vector stores, self-hosted inference and model files on disk in formats such as safetensors, GGUF and ONNX. AxiReady and AxiSentinel bring them into one view, helping security teams see what agents may draw on and what teams run themselves.

Benefits

Benefits

See where agent context livesShows the vector stores in your estate, helping teams ask which agents draw on which knowledge.
Inventory models on diskBrings safetensors, GGUF and ONNX model files into view, so downloaded models gain an owner.
Include self-hosted inferenceHelps teams find inference services running on their own systems, beside the managed AI they already track.
Account for what teams runGives reviewers a fuller account of the models and stores that sit outside managed AI services.
Use cases

Use cases

Insurance

Knowledge stores behind a claims agent

An insurer's claims agent draws on internal knowledge. The security team sees the vector stores in its estate and gains a clear starting point for deciding which ones deserve a closer data review.

Pharma

Model intake at a research lab

Scientists at a pharmaceutical lab download open models for experiments. The security team sees model files on disk by format and can ask each research group who owns a model and why it is there.

Government

Local models in a public agency

A public agency hosts inference on its own servers to keep data in house. Its security team sees those services and model files, and it brings locally run AI into the agency's oversight.

Coverage is confirmed for your environment during onboarding. Product names belong to their owners and are used only to describe a technical connection.

Related

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