You meant one thing. It built another.
It was clear in your head. What came back wasn't. And nowhere is it written down which of the two was supposed to be right.
Why Neo Carbone
We make sure AI does
what you actually meant.
Most people who build with AI have watched it produce something that works and still isn't what they asked for. The gap between the two has a name we take seriously: coherence. It means keeping your intent, your specs, and what actually got built in agreement, and catching them the moment they drift apart. Almost nobody is working on it. We are.
Official Lovable Partner
1 of 6 worldwide
Intent
what you meant
Spec
what you specced
Shipped
what actually runs
In coherence
Drift detected
- 1 of 6 Official Lovable partners worldwide
- Québec Based here, working in English and French
- One problem Coherence. Everything we build points at it
- Plain answers Including the parts you'd rather not hear
What we believe
A good future is one where humans and AI stay coherent
The future only works if humans and AI stay in coherence: what people mean, what they ask for, and what gets built all pointing the same way. When they drift apart, that's not a small annoyance. That's where things collide and break.
So this is the problem we've chosen. Keep intent, specs, and reality in agreement, and catch them the moment they separate. It shows up long before anything looks broken:
The spec says one thing. The code does another.
Both were true once. Then one of them moved, quietly, and nothing anywhere raised a hand about it.
It worked last week.
Nobody changed anything — except a model, a dependency, a config, an assumption. Now it doesn't.
Get that right and everything built on top of it gets safer. Get it wrong and it doesn't much matter what else you did.
Long run and today
The same belief, at two scales
What we exist to do over the long run, and what we can already put our name on today.
The long game
Neo Carbone, the company
We exist to bring humans and AI into coherence, and to keep them there as both keep changing. That's bigger than any one product, and it's the direction everything we do points toward.
Horizon · the whole company
Meet the team →
Shipping today
Coherence & Security, the product
The promise we can keep right now: a trust layer for AI-built software. We sell a trust layer, we earn trust, and we behave honestly to keep it. It's the first, most concrete place the bigger idea shows up.
Product · name TBD
See the product →
What that means for you
Five ways that belief shows up in the work
Every engagement we run is the same idea applied at a different point. Get intent, specs and reality to agree, then keep them that way while you keep moving.
Coherence & Security
Find what's hiding under the app you built with AI — the holes, the bugs, the exposed data. Fix it, and keep it from drifting back.
Start with an auditDevStudio
Build the product you actually described. A senior team that keeps what you meant and what gets written in the same place.
See how we buildUX/UI Design
Make it obvious, not just possible. Interfaces that behave the way people already expect them to — so nothing has to be explained.
See the design workBuild & Integrate
Connect the systems you already run so they stop telling each other different stories — and stop making your team the integration layer.
Connect your systemsAI Transformation & Résidence IA
Put AI to work across the company — with your own people trained by shipping real things, not by sitting through slides.
Put AI to workMission & vision
Where this is headed
Our mission is to bring humans and AI into coherence: to close the gap between what people mean and what machines do, and to keep it closed as things change.
Our vision is the company of the future staying coherent with itself — its people, its policies, its processes and its AI all true to each other, not quietly drifting apart.
We start where the need bites hardest today, and build toward that.
-
Now
A trust layer for AI-built software
What's broken, what's exposed, what it will take to fix — in language you can act on and show to someone else.
-
Next
Coherence that keeps watching
Not a one-off report that ages badly. A layer that keeps checking intent against reality while you keep changing things.
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The horizon
The coherent company
People, policies, processes and AI still true to each other — a whole organisation that doesn't drift away from what it meant.
How we behave
How we handle bad news
We sell trust. There's only one way that works, and it isn't the comfortable one.
We tell you the truth.
Including the parts you didn't want to hear. If your app has a hole, or your plan won't hold, you hear it from us plainly — not buried, not dressed up.
We say what we're not sure of.
When we don't know yet, we tell you that too, instead of pretending to a certainty we haven't earned.
We don't fabricate.
No invented findings, no made-up numbers, no confidence for its own sake. If we said it, we stand behind it.
Held to on every engagement, by everyone at Neo Carbone.
Partners
Who we work with
Two relationships, both real. We work inside the tools our clients already build with, and we don't handle the human side alone.
Official partner · 1 of 6 worldwide
Lovable
We're one of only six official Lovable partners in the world, so we work inside the tool our clients already build with. Your product doesn't have to start over to be taken seriously.
People & change
Drouin RH
Coherence isn't only technical; it's how teams learn to work with AI instead of around it. The people side is handled by people who do it for a living, not treated as a slide at the end.
More partners are joining as we grow. We'll only name one here once the relationship is real.
The people
Who you'll actually work with
A small senior team — architects, developers, designers and the people side — working on coherence every day, with the people building and running real software. No account layer between you and the ones doing the work.
Careers
Work on coherence with us.
If keeping humans and AI in agreement is the kind of problem you want to spend your days on, we'd like to meet you.
Tell us what you're building
Bring us the product or the operation you're running. You'll get a plain read on where it stands and what we'd do about it.
Free 30-minute call
Answer within 24 hours
EN / FR