AI-UX audits for startups

Your AI feature works. Does it feel trustworthy?

I'll use your AI feature the way your customers do, score it against 8 trust checks, and send you a short, ranked list of fixes. Plain language. Done in 5 business days.

Pilot audits are $750 for my first few clients. Fully async. No calls required.

AI-UX Audit · ScorecardSample layout
1 · Confidence
2 · Explainability
3 · Fallback and errors
4 · Human handoff
5 · Onboarding
6 · Agent actions
Top fixes, ranked
Add a confirm step before the agent actsP0
Show a clear path to a personP0
Say "I'm not sure" when it isn'tP1
10+ years
sole UX lead on a health platform
2 US patents
named inventor
3 apps
of my own, live on the App Store
8-point
AI UX checklist
What the audit looks at

The questions your users are already asking

Most AI features fail quietly. The model is often fine. The trouble is that people can't tell how sure it is or what to do when it's wrong. That's what I check.

01

Confidence

Does it show how sure it is?

02

Explainability

Can people see why it said what it said?

03

Fallback and errors

What happens when it's wrong, slow, or stuck?

04

Human handoff

Is there a clear path to a real person?

05

Onboarding

Do people know what it can and can't do?

06

Disclosure

Is it clearly labeled as AI?

07

Privacy and control

Do people know what it reads, and how to say no?

08

Agent actions

When it does things, can people preview, confirm, and undo?

How it works

How it works, start to finish, with no meetings

1

You send access

A test account, the flow you care about most, and anything that's already worrying you.

2

I use it like a customer

I score each check, take annotated screenshots, and rank what to fix.

3

You get the report and a Loom

A written report, your top fixes ranked by impact and effort, and a walkthrough video you can share with your team.

Services

Start with the audit. Keep going if it helps.

Start here

AI-UX Audit

From $750 (pilot)

A scored report on your AI feature, ranked fixes, and a Loom walkthrough. 5 business days.

See the audit →
After the audit

Fix Designs

$1,500–$3,000

3–5 redesigned screens in Figma for your top audit problems, ready for your developers. I design; your team builds.

See Fix Designs →
Ongoing

Monthly AI Check-in

$500 or $1,000 a month

Every new AI feature gets a trust check before it ships. Month to month.

See the check-in →

Need a part-time design and product lead? Let's talk →

Modern Home Labs house mark
Why me

Designed by someone who's shipped it

For more than 10 years I've been the sole UX lead on a health platform, where what shows on screen, and who can see it, really matters. I'm a named inventor on 2 US patents. And I take my own apps from idea to paying users, so I know what it's like to be the one shipping.

Before I sold this audit, I ran it on public AI launches in health and customer support to test the checklist.

More about me →

Got an AI feature you're not sure about?

Send me the feature you'd like reviewed. I'll reply with a short intake form, and you'll have answers in about a week.

or email info@modernhomelabs.com

Modern Home Labs

A small product studio in Minneapolis, Minnesota.

info@modernhomelabs.com