AI capabilities review

Make sure your AIdoes what it promises.

We review how your AI handles tasks from your brief or public materials. You get evidence of what needs fixing.

Example test: three simulated users ask an AI operations employee to check requests, update records, and notify the right team. Each takes a different route. Two finish the task. For the third, the AI marks the request complete, but no handoff is recorded in the receiving team’s queue. A cover lifts to reveal a break in the failed route. After your team fixes the issue, Unblo runs a new test and confirms the request reaches the right team.

2 of 3 reached the goal Two requests reach the right team. The third is marked complete, but no handoff is recorded.

Our founders worked on AI since 2018 at:

“We are already fixing some of the issues Unblo found. Our own tests didn’t catch them.”

Jean Roman

VP Operations, Stonly

Testing Stonly’s AI Knowledge Agent

Design partner since July 2026

Product

Get the evidence to fix what your AI gets wrong.

Unblo tests an AI project coordinator in Northstar. The task: create a launch handover from Alex’s notes.

Step 6 Alex asks for two tasks, each assigned to its named owner.
Step 9 The AI says both tasks are saved and assigned correctly.
Step 10 Unblo checks the saved tasks against the notes.Verify backup is missing. Rehearse migration is assigned to Maya instead of Leo.

Environment: A test account in Northstar.

View full exampleHide full example

Northstar Alex H.

Launch handover

You 16:04

Create the two open tasks in these notes. Assign the named owners and save them in Launch handover.

Launch checklist.mdTeam assignments.mdStatus notes.md

Read all 3 attached notes16:09

Project coordinator 16:09

Done. Both tasks are created and assigned to the right people. Your launch handover is ready.

Review AI-generated work before sharing.

Task list

Reference excerpts 3 files

Launch checklist.md

Before launch: Verify backup and Rehearse migration.

Team assignments.md

Verify backup — Maya.
Rehearse migration — Leo.

Status notes.md

Both tasks are still open.

Launch handover

September launch Saved 16:09

TaskAssignee

Rehearse migrationMaya

1 task · All tasks shown · No filters

step 10 · /project/launch-handoverIllustrative example.

Know what actually got done.

Unblo checks the saved result against each requirement of the task.

Partly completed.1 of 3 requirements met.

What Unblo found

Met: Saved in Northstar.
Requirement: The handover is saved.
Not met: Verify backup is missing.
Requirement: Both launch tasks are created.
Not met: Maya is assigned instead of Leo.
Requirement: Each task has the correct owner.

Know what needs fixing.

Each issue names the gap between the request and the saved work.

Correct the saved handover.Two issues to address in this test.

Missing task

Create Verify backup.
Assign it to Maya.
Incorrect owner

Reassign Rehearse migration.
Change the owner from Maya to Leo.

Back every issue with evidence.

Review the source notes and saved result behind each finding.

Rehearse migrationThe saved owner does not match the notes.

Source notes: Leo; Team assignments.md

Saved task: Maya; step 10 · 16:09

How it works

See if your fixes worked.

Change a prompt, model, source document, or integration. Then test again to see what improved and what still fails.

Refine your product,
then run again.

Build
Share your product context and documents. Unblo creates simulated Test Users and Tasks.
Run
Test Users attempt Tasks in your product, each in a separate browser with a test account.
Evaluate
See which requirements were met. Each Issue links to the steps and evidence behind it.
Report
Review the evidence with your team and decide what to fix. Compare results from fresh attempts after changes.

Work with us

Your first test is free. We’ll set it up with you.

Included in your first test

One focused test
A task we choose together, tested in your product.
An evidence-backed Report
What worked, what failed, and the evidence behind each finding.
A founder walkthrough
Review the findings together and decide what to fix.

What we need from you

Test access
A test account that lets us use your product.
A task and success criteria
What you want tested and what a successful result looks like.

Help shape what we build next.

Work directly with the founders and share feedback each week to influence what we build next.

After your free test, decide together whether to continue as a design partner.

Start with a free test of your AI product.

Get a Report and a walkthrough with the founders. We’ll email you to agree what to test and arrange access.