---
name: Quali
domain: quali.com
kind: product
relation: competitor
segment: AI Development and Deployment Infrastructure
descGrounded: 0.45
---

# Quali

A cloud infrastructure automation platform selling governed environment provisioning for platform engineers and AI developers.

**Route:** surfaced by the AI Development and Deployment Infrastructure lane's de-branded queries → competitor to vercel.com.

**Why it's on the map:** Sells the same governed infrastructure-as-a-service capability to the same platform engineers and AI/agent builders that Vercel targets with its AI cloud platform.

**Receipts** (verbatim from its page this run):

> Torque End-to-End Infrastructure Optimization

> Governed self-service environments on demand

> GPU as a Service (GPUaaS) Governed GPU environments provisioned in minutes
