We turn ambitious ideas into digital products,
intelligent systems, and businesses that get found.

CASE STUDIES

Selected work.

Live products, delivered end to end.

AI-generated illustration of a modular timber exhibition space with violet glass and warm lighting.AI-generated art

Brience case study

SPATIAL DESIGN & AI

From a brief to a built space.

AI-generated illustration of an oak and ivory modular cabinet with an exploded stone worktop and finish samples.AI-generated art

Cabintie case study

COMMERCE & CONFIGURATION

Complex cabinetry. A simpler order.

AI-generated illustration of an energy-efficient home with solar panels, a heat pump and an EV charger.AI-generated art

Solenery case study

CLEAN ENERGY PLATFORM

Clean energy. Clearer decisions.

AI-generated illustration of abstract campaign artwork panels with a rose-glass lens and a directional arrow.AI-generated art

Temis case study

AI CAMPAIGN APPLICATION

A clearer path to your next campaign.

THE MARIU MINDSET

Your ambition.
Our collective expertise.

We’re a development team with a builder’s mindset. Bringing AI, frontend, backend, and infrastructure together, we help you move from “what if” to something people love to use.

One collaborative team. Every layer of your product. Built with care, designed to grow.

WHAT WE DO

From first idea.
To what comes next.

01

Digital products & websites

From the first interaction to the last line of code. We design and develop responsive websites and web applications that make complex ideas feel effortless.

Frontend development · React · Next.js · TypeScriptLet’s explore this
02

AI agents & automation

Put intelligence to work. We connect AI agents to your tools and workflows, turning repetitive tasks into useful, dependable automation with people in control.

Custom agents · Workflow automation · AI integrationLet’s explore this
03

Backend & infrastructure

Build on solid ground. Secure APIs, thoughtfully designed databases, and scalable backend systems give your product the foundation to grow.

API development · FastAPI · Integrations · ArchitectureLet’s explore this
04

Reliability & SRE

Make reliability part of the product. We bring observability, efficient deployments, and practical DevOps processes to the systems your business depends on.

Observability · CI/CD · DevOps · PerformanceLet’s explore this
05

GEO & AI discovery

NEW

Help your next customer find you in an AI answer. We improve your technical foundation, content structure, and brand clarity for a changing search landscape.

AI visibility audits · Structured content · MeasurementLet’s explore this
THE NEXT FRONTIER · GEO

Don’t just rank.
Be the answer.

Your customers are asking AI what to buy and who to trust. We help make your company easier to find, understand, and reference in those answers.

Let’s talk AI visibility GENERATIVE ENGINE OPTIMIZATION, BUILT FOR YOUR BUSINESS.
THE NEW DISCOVERY JOURNEY•••
“Who can help us build our next
digital product?”
✳
A CLEARER PATH TO YOUR COMPANY

Built to be understood.
Ready to be discovered.

Clear, credible, citable content
ChatGPTPerplexityGoogle AIClaude

Illustrative experience · Placement in AI answers isn’t guaranteed.

WHAT WE CAN BUILD TOGETHER

Real possibilities.
Purposeful by design.

OUR APPROACH

The product decides.
The stack follows.

Scalable, secure and easy to maintain is the goal. We choose the tools that get your product there.

Product engineering

Modern, maintainable web applications and digital products.

HOW WE DECIDE

Server-rendered pages

When people need to find it through search or AI, and first load matters.

Rich client-side screens

When it’s a tool used behind a sign-in, and interaction matters most.

Backend & data architecture

APIs, data models, authentication and backend services.

HOW WE DECIDE

Supabase with Next.js

When standard auth, data and storage cover the product, and speed to launch matters.

Used on Brience · Cabintie

Custom Node.js or Python backend

When complex business rules, AI workloads or long-running jobs need their own home.

Used on Solenery · Temis

Infrastructure & delivery

Deployment, infrastructure management and production operations.

HOW WE DECIDE

Vercel

When a web product should ship quickly, with no servers to manage.

AWS with Docker

When long-running workloads, private networks or compliance need more control.

Quality & reliability

Testing, observability, performance and long-term maintainability.

HOW WE DECIDE

On every project

Automated tests on critical paths, monitoring and secure defaults.

When failure costs more

Payments, personal data or uptime commitments get deeper testing and review.

HOW WE WORK

Good work.
Great together.

Small feedback loops. Clear communication. A team that cares about the outcome as much as you do.

Meet your next development team
01

Get to the right questions.

We listen, challenge assumptions, and turn your ambition into a clear, shared direction.

02

Make it tangible.

We explore the experience and architecture early, so the important decisions happen together.

03

Build. Share. Improve.

Working software, thoughtful engineering, and regular feedback keep progress visible.

04

Launch with a next step.

We plan for deployment, observability, and the improvements that follow real-world use.

A FEW GOOD QUESTIONS

Before we
say hello.

What kinds of companies do you work with?

We’re interested in teams with a clear problem and the ambition to solve it thoughtfully. Whether you’re shaping a new product or improving an existing system, we start by understanding your goals and deciding together where we can add value.

Can you work with our existing team?

Yes. We can collaborate with your product, design, or engineering team, or take responsibility for a defined piece of work. We agree on ownership, communication, and delivery expectations at the beginning.

What is GEO, and how is it different from SEO?

Generative engine optimization focuses on how your company is understood and referenced in AI-generated answers. It builds on sound SEO and useful content, with added attention to clear entities, credible sources, citations, and AI visibility measurement. No agency can guarantee inclusion in an AI answer.

How do we get started?

Tell us about your project using the form below. Share the problem, what you have today, and what success looks like. We’ll review it and discuss scope, timing, and a practical next step before any commitment.

SOMETHING IN MIND?

Let’s make
it happen.

A big idea. A tricky problem. A better way.
We’d love to hear what you’re thinking.

I’m interested in…
Good things start with a conversation.