AI applications and services
Identify exposed AI applications, inference endpoints and supporting services linked to protected assets.
AI data exposure
See where AI systems expose data, memory and credentials.
VUFAY applies the same authorised validation model to AI applications and their supporting data layer, from vector stores and model artefacts to prompts, traces and agent memory.
Vector and model data
Validate whether vector collections, model artefacts or related metadata are reachable without retaining unnecessary source data.
Prompts, traces and memory
Recognise exposed workflow variables, prompt content, traces and agent memory as data risk, not just infrastructure findings.
AI credentials
Confirm credential identity and likely blast radius through isolated, approval-bound validation paths.