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Data visualization dashboard of an AI product

The more complex your technology, the more your design needs to explain it without explaining it.

We design AI products, complex data visualization interfaces, and deeptech brand identities for founders whose technology is genuinely hard to understand : and who need design that makes it immediately credible.

Deeptech design is translation work. From engineer-speak to decision-maker-speak.

A deeptech or AI product has a fundamental communication problem: the people who build it understand it completely. The people who need to buy it, fund it, or use it don't. The design layer is what bridges that gap : or fails to.

An AI product dashboard that shows every model parameter impresses engineers and confuses buyers. A data visualization interface that displays raw output without interpretation is noise, not insight. A deeptech brand that leads with the technology instead of the outcome raises technical credibility but loses commercial traction.

Brand Appart has designed for companies where the core product is genuinely complex : machine learning pipelines, predictive analytics platforms, computer vision tools, and AI-driven B2B SaaS. The work always starts with the same question: what does this person need to understand, and in what order?

04 service areas

What We Build forDeeptech & AI Founders

AI Product Interface & Dashboard Design

Machine learning output interfaces, model performance dashboards, prediction visualization, and AI-assisted workflow design : built for the operator who needs to trust the model's output, not just read it.

Data Visualization & Analytics UX

Complex datasets made comprehensible. We design data visualization interfaces that convert volume into clarity : for analysts, for executives, and for automated reporting that runs without a human in the loop.

Deeptech Brand Identity & Positioning

Brand strategy and visual identity for deeptech companies that need to communicate credibility to three simultaneous audiences: investors, enterprise buyers, and technical partners. Each requires a different proof point from the same brand system.

AI Product Go-to-Market Design

Marketing site, investor deck, and product collateral aligned around a single narrative : designed to translate technical differentiation into commercial value for a non-technical buyer.

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Amazing experience with Brand Appart! The team immediately understood my vision and turned it into a clear, modern, and impactful brand identity. Professional, responsive, and creative. I couldn’t recommend them more!

Trusted by
+40 founders

Notez-Nous chose Brand Appart to lead our rebranding project, including a full website and platform redesign. The boost in credibility has significantly improved our ability to close deals
David KatzCEO & Founder @Notez-Nous
We'd seen other agencies lock everything down two rounds of feedback, then pay more. With Brand Appart, the flexibility was real. That's why we chose them. The quality of the work speaks for itself. The rebranding landed exactly where we wanted it to, and the feedback we've gotten externally has been overwhelmingly positive. We're a demanding team, with moving targets and tight timelines. It still went well. That says a lot.
Sébastien TomiCO-Founder & CEO @Mysunbed
We knew Brand Appart's work before reaching out the creativity was obvious. And the final result delivered exactly that. The team adapted to how we work: fast, informal, no unnecessary calls. That made the whole collaboration genuinely smooth. What stood out most was the quality of the output. When we saw the new version, the whole team was back in love with the project. That kind of energy is hard to manufacture it just happened naturally. We're very happy with what was built.
Yoann RosCMO @Bricks
I’ve worked with Brand Appart on multiple projects website development, landing pages for branding, and PowerPoint presentations. I love how flexible, fast, and professional the team is. That speed and agility are exactly what we needed at Ircam Amplify.
Alexis BotayaManaging director @Sound Experience
We had a family brand that hadn't evolved since 2013. Handing it over to an external agency was a real leap of faith. What struck me most is that the team held their ground without ever steamrolling mine. I pushed back on certain directions early on. They stood firm, explained their choices, reassured me and looking back, they were right. Feedback is well received, adjustments are fast, and you can tell the team genuinely enjoys working on the project. That makes all the difference. We're now moving into a year-long collaboration.
Mathilde FerrariCo-Founder & CEO @Nomador

Frequently
asked questions

Do you have experience with AI-specific UX patterns like model confidence displays and explainability interfaces?

Yes. Communicating model uncertainty, confidence intervals, and AI-generated recommendations to non-technical users is a specific UX discipline. We've designed for it : the challenge is always the same: how much of the model's reasoning does the user need to see to trust the output?

How do you approach brand positioning for deeptech companies that need to appeal to both technical and non-technical audiences?

We separate the proof points. Technical audiences need methodology credibility : the right architecture terms, benchmark references, and infrastructure signals. Non-technical decision-makers need outcome credibility : what changes, by how much, compared to what. A well-architected brand system carries both simultaneously without confusing either.

Can you design for regulated sectors like healthtech or defense-adjacent deeptech?

Healthtech yes : we’ve designed for clinical decision support and medical data visualization with HIPAA constraints in scope. Defense-adjacent projects are evaluated case by case depending on the nature of the data and end-user context.

Hard technology deserves design that makes it legible : to investors, buyers, and users alike.

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