Qapitol QA

QAVE

AI Systems - User Simulation

Simulate the chaos before production does.

The simulation and data intelligence layer for AI evaluation. Generate realistic scenarios, simulate users, surface failure modes — before they reach customers. AI systems break in ways you didn’t plan for: hallucinations, inconsistent answers, unsafe outputs. Model vendors have no incentive to surface their own failures.

Built for:AI Product ManagerML EngineerSDET / QA Architect

01

+40%

Defect catch rate before production

02

-60%

Post-launch AI incidents

03

500+

Eval scenario templates

04

15 min

Setup time

Capabilities

What QAVE does

01

Adversarial Inputs

Edge case generation across 12 risk dimensions.

02

User Simulation

Multi-turn conversations with 40+ persona archetypes.

03

Privacy Safe Augmentation

PII Checks for your sensitive data

04

Datasets Management

Versioned datasets

Deployment

Runs where your data is allowed to live

SaaS for speed, VPC for control, air-gapped for sovereignty.

SaaS

Hosted, live in under one hour. SOC 2 Type II controls.

VPC

Inside your AWS, Azure, or GCP perimeter — data never leaves.

On-premise

Air-gapped deployment for sovereign environments. 4-week engagement.

Pricing

QAVE plans

Free

$0 forever

  • 500 eval runs / month
  • EU AI Act + 2 more frameworks
  • 3 projects
  • Core failure detectors
  • Community support
Start free
Most popular

Pro

$499 /month

  • Unlimited eval runs
  • 8 regulatory frameworks
  • 20 projects
  • Full API + CI/CD integration
  • 5 seats
  • Priority support
Start 14-day trial

Enterprise

Custom

  • Unlimited everything
  • On-prem / VPC deployment
  • SSO & RBAC
  • 99.9% uptime SLA
  • Dedicated CSM
Talk to sales

Ecosystem

Plays well with your stack

OpenAIAnthropic ClaudeGoogle GeminiMeta LlamaAWS BedrockAzure OpenAIGoogle Vertex AILangChainLlamaIndexHugging FaceGitHub ActionsJenkinsGitLab CIPytestPython SDK

Next step

See QAVE on your own use case

30 minutes, your scenarios, no slides.