Free AI feature review · For product teams
Make your AI feature worth trusting.
Send me one AI flow and the decision your team is stuck on. Within 5 business days, you’ll get a recorded walkthrough and a one-page fix list from a senior product designer, without a sales call.
I’m Gideon Awolesi, and I do every review myself. See the portfolio
AI feature review
Example formatFlow reviewed
Support inbox · AI reply drafts
Your question Should the assistant send replies on its own?
Why it matters
Agents lose work they didn’t see change, so they stop using the assistant after one bad draft.
Suggested change
Show the draft beside the original, apply on confirm, and keep a one-step undo.
- Free
- No sales call
- Reply within 2 business days
- You keep everything
Product work for teams at
- Bayer
- Philips
- QIAGEN
- Syndigo
- Merkle Science
- Euler
Signs a review will help
The AI works, but the experience around it doesn’t.
A lot of AI features fail because people can’t trust them, control them, or recover when they go wrong. The model is usually fine. These are design problems, and you can fix them.
People ignore the AI
Or they override it every time, so the feature never becomes part of how they work.
People can’t tell what the AI changed
The AI does something, but people can’t see what it did, why it did it, or how to undo it.
The team keeps debating autonomy
Should the AI suggest, draft, or act on its own? You end up having the same meeting every sprint.
It works in the demo, then breaks with real users
Once real data and edge cases come in, the experience gets confusing or risky.
What you get
Three things your team can act on the same week.
You also get a direct answer to the question you asked. Everything is yours to keep, even if we don’t work together.
Request your free review- 01
A recorded walkthrough
About 15 minutes. I go through the flow the way your user would and talk through where trust, clarity, or control breaks down.
- 02
A one-page fix list
The most important issues, ranked by impact. Each one comes with a specific design change your team can make.
- 03
One next test
A small test that settles the decision you’re stuck on. I tell you what to measure, so your team can decide from the results instead of waiting on my opinion.
What I look at
Five questions every AI flow has to answer.
I look closely at one flow. Pick a lens to see what I check, the warning sign, and a typical fix.
01 / 05
Goal
- The question I ask
- Would a good default or template solve this faster than a model?
- The warning sign
- People open the AI panel, read it and close it without acting.
- A typical fix
- Move the AI off the landing screen and into the step where people actually get stuck.
How it works
From request to review in about a week.
Today
Send the request
Share your product link, the AI flow, and the question your team is stuck on. It takes about three minutes.
Within 2 business days
I confirm the fit
I tell you if I can give useful feedback. If I can’t, I’ll say why and point you to someone else when I can.
No call needed
I review the flow
I work from the link, Figma file, screenshots, or recording you share, so you don’t need to set up an onboarding meeting.
Within 5 business days
You get the review
The recorded walkthrough and the one-page fix list come straight to your inbox, and they’re yours to keep.
Gideon AwolesiSenior Product Designer & Design Engineer
Who reviews it
I review every request myself.
I’m a senior product designer and design engineer with more than ten years across fintech, healthcare, Web3, and B2B software. I’ve designed conversational AI at AiListz, clinical monitoring interfaces for Bayer and Philips, and usability engineering for QIAGEN’s lab systems.
I also build and ship my own AI products, so I know what your engineers can actually build, and my recommendations take that into account.
Gideon is a talented UI designer. He is responsive, he understands the requirements quickly and iterates quickly after a revision. I recommend for sure
He is a very good designer for sure and gives good recommendations on the project as well.
Related work
Projects that shaped how I review AI flows.
Is it a fit?
For teams that are already shipping AI.
A good fit if
- You have an AI feature in design, in development, in beta, or live.
- You can share a link, a Figma file, screenshots, or a screen recording.
- You have one flow or one decision you want a second opinion on.
- You’re the person who can act on the findings, like a founder, product lead, designer, or engineer.
Not the right fit if
- You need a full product audit, a research study, or a compliance sign-off.
- Nothing’s been designed yet, and you want an AI strategy from scratch.
- You’re looking for a third quote to complete a procurement process.
Need one of those? Get in touch and we can scope it properly.
Request a review
Send me one flow and get a clear next step.
- I read every request myself
- Reply within 2 business days
- Review delivered within 5 business days
- I won’t add you to a mailing list or a follow-up sequence
If you want more help
Projects you can book after the review.
These are optional fixed-scope projects. The review is free either way.
Compare the projects4 weeksfrom €4,500
Coded Prototype Sprint
I design and build one core AI flow as a working app on a live URL.
3 weeksfrom €4,500
AI-Ready Design System Audit
I audit the gap between your Figma library, component code, and AI tooling, and give you a ranked plan.
4 weeksfrom €6,000
Usability Engineering Readiness Review
I check your usability-engineering file against IEC 62366-1 and FDA guidance.
GIDEON AWOLESI
Senior Product Designer & Design Engineer
Didn’t find your answer?
Ask me directly before you send anything. I answer every email myself.
Email meQuestions
Questions before you send a request.
Yes. You keep the walkthrough and the fix list, even if we never work together. If a larger piece of work would help, I’ll mention it once in the review and leave the decision to you.
It lets you see how I think before anyone spends money. It also tells us both if we’d work well together.
A link to the product, a Figma file, screenshots, or a screen recording of the flow. A test account helps, but you don’t need one.
A full audit covers a whole product and takes weeks. This review covers one AI flow and one question, so you get a focused answer quickly.
I only use them for the review. I won’t share them or put your product in my portfolio without your written permission. If you need an NDA first, mention it in your request.
I’ll tell you within 2 business days and explain why. I won’t add you to a mailing list or a sales sequence.
Free AI feature review
Get a clear answer on one AI flow.
It’s free, written for your team, and delivered within 5 business days. If I can’t help, I’ll tell you within 2 business days.