← All solutionsAI quality checks

Before it reaches
your customer.

Explore a practical test process for your AI assistant: real requests, expected outcomes and visible failures your team can act on.

Explore the Lab
Available for scoping
An assistant promises a refund it cannot approve. A defined test flags the commitment and asks for a human review.
A clear result for a human to review
Illustrative workflow · not a connected product
A thoughtful approach

Made for the task.
Designed for the person.

Test the whole request

Define what successful completion means, beyond a plausible-sounding answer.

Look for the awkward cases

Include missing details, unsupported questions and actions that need permission.

Make failures useful

Capture the scenario, observed response and a clear next investigation.

The first conversation

What a first
scope could include.

  • A bounded set of representative requests
  • Expected outcomes and review criteria
  • A manual or automated evaluation approach
  • A findings report and retest plan
Where things stand

Testing can reveal failures; it cannot guarantee that an AI system is safe or always correct. The website checker applies a few transparent text rules and is not a model evaluation service.

Your next good idea starts here

A little less routine.
A lot more you.

velqumii@gmail.com
Velqumi Labs AI · A first conversation

Let’s talk.

Tell us about your business and the work that takes more time than it should. We’ll explore where AI or automation could help, and what a sensible first step might be.

Project details (optional)

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A useful conversation starts here.