From a focused question to a longer build. Choose a starting point; we will shape the scope together.
Scope, fees and delivery dates are confirmed in your written proposal before work begins.
01
A defined outcome.
Fixed-scope projects
A defined problem, agreed deliverables and a clear finish line. A good fit for a proof of concept, a focused product release or a specific engineering challenge.
Private AI on infrastructure you control. Thoughtful boundaries around what goes where.
02
Ownership that means something.
Code, documentation and knowledge transfer. The foundations to run it, change it and make it your own.
03
Useful beats impressive.
Real problems, working proofs and honest decisions. Technology with a job to do.
What we do
From “what if” to working.
Deep engineering. A practical mindset. Everything you need to turn a promising idea into something that earns its place.
AI Strategy & Consulting01 / 06
Find the right problem. Make a clear plan.
Turn a broad AI ambition into a practical set of decisions. We work through the opportunity, the data, the constraints and the economics before recommending what to build.
Design agents and automation around the way your business actually works. We connect tools and knowledge, define safe boundaries, and keep people in control of consequential decisions.
Run open language models on infrastructure you control. We help choose the right model and deployment approach, then design for the privacy, performance and operating needs of your workload.
Connect enterprise knowledge to the people and workflows that need it. We build search, retrieval-augmented generation and speech-to-text systems with attention to source quality and access permissions.
Bring new products to life and move existing platforms forward. We design and engineer web, mobile and SaaS products with a clear connection between the user experience and the systems behind it.
Build quality and security into delivery instead of leaving them for the end. We create meaningful test automation, examine API boundaries and define guardrails for AI behaviour.
Six connected capabilities. Select one to explore.
INDEPENDENT BY DESIGN.
INDEPENDENT SPIRIT. SHARED AMBITION.
VixNovaFounder-led studio Amsterdam ↔ India
Small studio. Big ownership.
A person behind the pixels.
Work with the person who builds it.
VixNova is a founder-led freelance studio for businesses that want a hands-on engineering partner.
The studio is built around a simple conviction: useful technology should leave your business more capable. That means working through the hard questions together, showing progress early and making sure you can own what comes next.
From the first conversation to delivery, you have a direct line to the founder. Clear decisions, honest trade-offs and care for the details.
A clear path from possibility to production. Working together, with nothing hidden.
VIXNOVA / OUR PROCESS
01 / 04
Discover
Understand the business problem, the people doing the work and the constraints that matter. Agree what success looks like before choosing the technology.
THE OUTCOMEA clear problem, a focused scope and shared success criteria.
02 / 04
Prove
Build something small enough to learn from and real enough to test. Use representative data and workflows to challenge the assumptions that could change the decision.
THE OUTCOMEA working proof and an evidence-based decision on what comes next.
03 / 04
Build
Turn the proven approach into production software. Work in visible increments, with quality, security, documentation and ownership built into the delivery.
THE OUTCOMEA production system, with the code and knowledge to own it.
04 / 04
Run
Keep the system useful after launch. Monitor behaviour, handle changes and improve against the needs of the people using it.
THE OUTCOMEA clear operating model and a practical path for continuous improvement.
01 / 04
Scroll to explore the process
Select a step to explore
01
Discover
Understand the business problem, the people doing the work and the constraints that matter. Agree what success looks like before choosing the technology.
A clear problem, a focused scope and shared success criteria.
02
Prove
Build something small enough to learn from and real enough to test. Use representative data and workflows to challenge the assumptions that could change the decision.
A working proof and an evidence-based decision on what comes next.
03
Build
Turn the proven approach into production software. Work in visible increments, with quality, security, documentation and ownership built into the delivery.
A production system, with the code and knowledge to own it.
04
Run
Keep the system useful after launch. Monitor behaviour, handle changes and improve against the needs of the people using it.
A clear operating model and a practical path for continuous improvement.
No. Bring the problem, the context or the opportunity you see. Discovery can help turn that into a focused scope and shared success criteria.
02Can our AI run on our own servers?+
Yes. Private AI Infrastructure is one of our core services. We can help select and deploy open language models on your infrastructure, with the controls and operating approach your workload needs.
03How can we work together?+
We offer fixed-scope projects, dedicated teams and consulting hours. We’ll discuss which structure fits your problem, timeline and team.
04Who owns the finished work?+
Client ownership is central to our approach. We define the deliverables and ownership terms in the engagement, including source code, documentation and knowledge transfer. Any third-party components retain their applicable licences.
05Do you work internationally?+
Yes. VixNova is based in Amsterdam, Netherlands and India, and works with clients in every country. We plan collaboration around the people and the work.
06What happens on the free call?+
We spend 30 minutes discussing your goals, the work you have in mind and whether VixNova is a good fit. You can bring a rough idea or a specific technical question. If it makes sense to continue, we agree a useful next step.
07What does it cost, and when could we start?+
Availability, fees and delivery dates are confirmed in a written proposal before work begins.
Good ideas start with a conversation
Something on your mind? Let’s build on it.
Good ideas start with hello. Have a question about AI or software? Start with a free consultation.