Platform Overview

A purpose-built security platform for every stage of your AI model lifecycle — from pre-deployment testing to continuous production monitoring.

Six layers of AI model protection

Each capability works independently or as part of a unified audit pipeline.

Real-Time Model Monitoring

Track behavioral drift and anomalous outputs across 100+ model endpoints continuously.

Adversarial Probe Testing

Run 2,400+ automated attack scenarios against deployed models before and after updates.

Compliance Audit Trails

Auto-generate evidence packages for SOC 2, ISO 42001, and EU AI Act requirements.

Vulnerability Scoring

Quantify model exposure using a 5-dimension risk score updated on every inference cycle.

Access & Permission Auditing

Map every API consumer to model access tiers; flag unauthorized or excessive privilege grants.

Incident Response Workflows

Trigger automated rollback, alert routing, and forensic logging within 90 seconds of anomaly detection.

Designed for production-grade AI pipelines

NeuralVault integrates at the inference layer, not the perimeter, giving you signal at the model level.

NeuralVault platform architecture diagram

The NeuralVault audit engine connects to your inference endpoints via REST API or native SDK. All probe traffic, behavioral signals, and compliance events flow through a centralized analysis pipeline and surface in the unified dashboard.

Works with your existing stack

Native connectors for the frameworks and platforms your team already uses.

REST API
Python SDK
Kubernetes
AWS SageMaker
Azure ML
Google Vertex AI
MLflow
Hugging Face

Technical Specifications

Specification Value
Supported ML frameworks 14 (PyTorch, TensorFlow, JAX, Scikit-learn, and more)
Attack scenario library 2,400+ adversarial probes across 8 attack categories
Average audit cycle time Under 4 minutes (full scan, no sampling)
Anomaly detection latency Under 90 seconds from inference event to alert
Compliance frameworks SOC 2 Type II, ISO 42001, EU AI Act, NIST AI RMF
Data residency options US, EU, APAC (enterprise tier)
API authentication OAuth 2.0, API keys, SAML SSO (enterprise)
Log retention 7 days (Starter), 90 days (Professional), unlimited (Enterprise)

Get a personalized platform walkthrough

Our team will show you how NeuralVault maps to your specific model portfolio and compliance requirements.

Request a Demo