How We Audit Generative AI SaaS: The Unovix Trust Standard

The internet does not need another generic AI playground review. What professionals need are cold, hard metrics showing whether an AI productivity suite is an enterprise asset or an expensive wrapper. Here is our exact multi-point evaluation process.

1. Latency and Throughput Under Load

We run automated API requests across different hours of the day, charting response delays (time-to-first-token) and pipeline error rates. An AI assistant that times out during peak hours gets severely penalized.

2. Data Privacy & Model Isolation

We dive deep into terms of service. Does the tool train its model on your uploaded business PDFs? Is there a toggle to opt-out? If a SaaS tool defaults to training its model on user telemetry, we flag it as an operational security hazard.