AI disclosure · last reviewed

I build with AI in the open. That includes telling you exactly where it is.

Labgenz is my AI lab, so you’ll meet AI here: an animated double of me in the hero film and AI-generated images in my work. I’m also building an AI version of me for Instagram; when it posts, it follows every rule below. Everything AI-made is labelled, and nothing goes out until I’ve approved it.

The parts that matter most to you are never AI. When you book a call, join a live session, buy an audit or email me, you get me, Aymane.

See the full list

Questions about anything on this page: contact@labgenz.com. I read it myself.

Animated artwork of Aymane at his desk in his lab: Misclo on the monitors and Theo as a hologram behind him.AI-generated · animated double of Aymane
12-second silent film · animated brand artwork

The 12-second silent film shows an animated 3D version of Aymane coding at a laptop, Misclo appearing on a monitor, Theo moving inside a glass display, and Aymane turning to smile.

At a glance

What’s AI, what’s me, and how you can tell.

Where you meet AI at Labgenz, what stays me, and how each one is labelled
Where you see itWhat’s AIWhat’s meHow it’s labelled
Instagram reelsComing: an AI-generated presenter with my likeness in some reels. Not posting yet.The ideas, the final edit of every script, the approval, the tools linked in the captionWhen it posts: Instagram’s AI label, an on-screen tag, a caption line, a line in my bio
Hero film on this siteThe whole 12-second film: an animated double of me in a rendered labThe direction and the final approvalCaption under the film links here
Images on work pagesMisclo character art, generated scenes, rendered monitor screensProduct logic, code, layouts and screenshots of real buildsCaption on each image
Theo, the 3D characterThe base mesh (Tripo) and AI-written Blender toolsRigging and animation decisions, measurement, approvalCaption on each render
Calls, audits, live sessions, emailNothing. No avatar, no voice clone.All of itNothing to label

Text on this site is drafted with AI and edited by me. Every factual claim about me is checked against a written fact sheet before it goes live.

On Instagram

When a reel uses an AI version of me, it’s labelled.

I’m building an AI version of me for Instagram: an AI-generated presenter with my likeness, reading scripts I write or approve. When it goes live, it will follow every rule below, and this section will link to the first labelled reel.

It’s a demonstration as much as a shortcut: every labelled reel it presents will be made by the kind of system I’d build for you.

Here’s the rule set it runs under. They’re the same rules I teach in my free content engine.

Labelled four ways.

Not posting yet
  1. Instagram’s own AI label on the post
  2. An on-screen “AI version of Aymane” tag from the first frame to the last
  3. A disclosure line in the caption
  4. A line in my bio
  • I approve every script. Nothing the AI version says goes out without my sign-off.
  • It never says more than the site does. No results, prices, promises or offers that aren’t written on the matching page here. If a reel and a page ever disagree, the page wins and I fix the reel.
  • It never pretends to be live. It doesn’t take calls, join sessions or reply to you as if it were me in real time.
  • Only my likeness. The AI version is me, made with my consent. It never imitates anyone else.

The hero film

The film on my homepage is an animated double of me. The lab in it is a scene, not an office.

Animated artwork of Aymane at his desk in his lab: Misclo on the monitors and Theo as a hologram behind him.AI-generated · animated double of Aymane
The film’s last frame, uncropped.

Rendered

  1. Hologram box
  2. Server bay
  3. Monitor screens
  4. Desk

Real

Misclo and Theo exist as my projects; see the Lab.

The 12-second film at the top of Labgenz shows an animated 3D version of me coding at a laptop, Misclo appearing on a monitor, Theo moving inside a glass display, and me turning to smile. It was generated with AI from my direction and approved by me. It has no sound.

It’s brand artwork. It shows how I think about my work, not a physical studio. There are no staff behind the camera, the hologram box isn’t real hardware, and the screens are rendered, not live products. When I show you real work, I show you real screenshots and real builds on the Lab page.

  • Directed and approved by me. I directed it and signed off the final cut before it went on the site.
  • Captioned where it plays. Every page that runs the film links back here.

Images and 3D

Generated art is labelled. Screenshots of real builds are just screenshots.

My work pages mix two kinds of image, and I keep them apart. Some are generated: character art for Misclo, scene artwork, rendered screens. Others are screenshots and renders of things I actually built, with their status written next to them (in development, staging, live).

Generated

Two stylised 3D characters, Theo and Lumi, from the Misclo homepage artwork.AI-generated
Misclo character art (Theo and Lumi). AI-generated. Captioned on every use.

Third-party models. The Misclo 3D body map uses Alex Lashko’s écorché anatomy model, credited wherever it appears.

Built

Misclo homepage on staging: two stylised 3D characters on a dark stage beside the headline and one action.Staging · character art AI-generated
Misclo site screenshots. Real screenshots of my staging build. The art inside them is AI-generated, and the caption says so. Misclo is in development; launch is set for 1 January 2027.
Theo, a stylised 3D fitness character in orange shorts, rendered in a soft grey studio.Tripo mesh · rigged and animated in Blender
Side view of Theo overlaid on its reference in red and cyan on a measurement grid, used to check proportions.
Red = reference, cyan = Theo. Measured, not eyeballed.

Theo in 3D. The base mesh comes from Tripo, an AI 3D tool. I rigged and animated it in Blender with tools I wrote with AI, and I check it by measuring against the reference. It isn’t hand-sculpted, and it isn’t the work of a 3D team.

How it gets approved

AI drafts. I decide. Nothing ships on autopilot.

The same approval loop runs everything I publish and everything I build for clients. It’s the core of how I work with AI, so it’s worth showing.

  1. Brief

    I write what the piece must do, what it must not claim, and what it has to match on the site.

  2. DraftAI

    The AI produces a version: a script, an image, a film, a page section.

  3. Show first

    I look at the draft next to what it would replace, at the same size, before anything is swapped in.

  4. One change at a time

    If it needs fixing, I change one thing, look again, and keep the previous version as a rollback.

  5. Fact check and label

    Claims are checked against my fact sheet. Anything AI-generated gets its label before it’s scheduled.

  6. Publish

    Only then does it go out. If I find a mistake later, I correct it. Corrections to this page are logged at the bottom.

Always me

When it’s a decision about your business, you’re talking to me.

AI is my team. It isn’t my stand-in. Everything that involves your situation, your money or your trust is done by me: live, on camera, or by my own hand.

Real photo coming. Until then, the fastest way to meet me is the call.

Open the free blueprint

Former agency CTO · Led a team of 12 developers · 45+ digital projects managed

  • The free 15-minute call.

    Me, live, on video. I’ll tell you honestly whether to do it yourself, take the audit, get a proposal, or whether we’re not a fit.

  • The Personal AI Audit & Implementation Roadmap.

    I do the analysis and write the roadmap. AI helps me research and draft; the judgement and recommendations are mine.

  • AI Business Build Week.

    The live hour every day is me, building next to you in Google Meet. The hot seat is me answering you.

  • Build engagements.

    I scope, direct, review and approve every stage. You see each step before it replaces the last, and nothing is bought or published without your OK.

  • Email.

    contact@labgenz.com reaches me, and I reply myself.

Automation and your data

What’s automated, what isn’t, and what happens to what you share.

  • What happens to what you share with me.

    When I research and draft your audit or build, parts of your material go through the AI tools I work with. Before we start, I list the tools that will touch your data and why, and you approve them. I never paste passwords, API keys or other credentials into an AI tool. If you want names, figures or anything else identifying removed before your material touches AI, say so and I’ll redact it first.

  • No AI chatbot on this site.

    There’s no bot pretending to be me. If I ever add one, it will say it’s AI in its first message, and this page will list it.

  • The free tools run in your own accounts.

    Claude, ChatGPT, Google Sheets, n8n or Make: their terms apply to what you put there. Each tool says which plan it needs and what it costs.

  • Registration data.

    Name and email for the challenge are covered by the privacy notice. Email me to be removed and I’ll delete your registration.

Questions

Straight answers.

Is that really you in the reels?

The AI version of me isn’t posting yet. When it starts, every reel it presents will carry Instagram’s AI label, an on-screen tag and a caption line, and my bio will say so. If you’re ever unsure, ask me by email or on a call; on a call it’s always me.

Why use an AI version at all?

Because it’s what I teach. A content system that produces consistent, approved reels without me filming every day is one of the things I build for businesses. Running it on my own account, openly labelled, will be the most honest demo I can give.

Did AI write this page?

AI helped me draft it, the same way it helps me draft everything. I edited it, and every statement about my work and my history is checked against my fact sheet before it’s published.

Does AI decide what I’m told on a call or in my audit?

No. I use AI to research and draft, so parts of your material do pass through AI tools; here’s exactly how I handle that. The diagnosis, the priorities and the recommendation you get are my judgement, and I’ll put my name on them.

Can you make an AI version of me for my business?

That’s part of the content service, with written consent from the person being recreated and the same labelling rules I follow. We start with a free call so I can check it’s the right tool for you. See the content service

What if I spot something unlabelled?

Tell me at contact@labgenz.com with the link. I’ll label it or take it down, and fix whatever step let it through.

Talk to me

The best proof that I’m real is fifteen minutes on a call.

Bring a question about AI, about this page, or about your business. You’ll get me, my honest read, and a clear next step, even if that step is doing it yourself.

Email contact@labgenz.com

Changes to this page

What changed, and when.

  • First version.

Newest first. Every edit that changes what’s AI, how it’s labelled or what happens to your data gets a line here. Typo fixes don’t.

Last reviewed . When something on Labgenz changes how AI is used, this page changes first, and the change is logged here. Transparency rules for AI-generated likenesses are tightening, including in the EU. I’d label it all anyway.