monviso.AI · Software · 3D Book a free call
EU engineering studio · Serving the US & Canada

AI that does real work for your business — built and wired in by engineers.

We build AI agents, MCP servers and custom software for small and mid-sized companies, and real-time 3D worlds for games and products. Fully remote, fixed prices in USD, weekly demos, code you own.

Free 20-minute video call. 100% remote — you speak with the engineer, not a sales rep.

What we build

Three practices, one small senior team.

Projects rarely stay in one box: an intake agent needs a CRM integration, a product configurator needs a sales assistant. One team covers all three, with the same standards.

01

AI agents & MCP servers

For owners who lose hours to email, forms and copy-pasting between tools — and for SaaS teams that want their product usable from Claude, ChatGPT and other agents.

AI & MCP services
  • Lead intake agent: website, email and WhatsApp into your CRM, replies drafted for approval
  • Document agent: invoices, forms and PDFs turned into clean structured data
  • MCP server for your product, database or internal API
  • Workflow automation with n8n, Make, Zapier or plain Python
02

Custom software

When off-the-shelf tools almost fit. We build the missing piece and connect it to what you already use, so your team keeps working the way it works.

Software services
  • Internal tools and dashboards
  • APIs, data pipelines and integrations
  • Web applications (Python, PHP/Symfony, React)
  • Desktop and backend software in C#/.NET
03

Game development & real-time 3D

Over ten years of level design: blockouts, playable spaces and full environments. For studios that need extra hands, and for businesses that need 3D that runs in real time.

Games & 3D services
  • Level design and environment art in Unreal Engine 5 and Unity
  • 3D modeling and modular kits in Blender
  • Product visualizations and interactive configurators
  • Virtual tours and training simulations
Shipped

Things we have built and run ourselves.

We publish our own AI products and data APIs. They run in production, built and maintained the same way we build for clients.

MCP server · AI agents

ATS Jobs MCP

One MCP server that lets an AI agent search open roles across ten major applicant-tracking platforms, with consistent fields and filters.

MCPize listingroleticker.com

Python · MCP · REST · scheduled data jobs
Data API

France Real Estate DVF API

Public French property-sale records served as clean JSON — price, price per m², address, property type, floor area — for valuations and market studies.

Product page

Python · API design · open government data
Gothic castle environment with a boathouse on a lake, modeled and lit in Blender
Environment · 3D modeling

Castle environment study

A complete lakeside castle set: modular architecture, PBR materials and atmospheric lighting, built as a personal study to the standard we deliver for clients.

Game dev & 3D

Blender · PBR texturing · lighting

See all work

How it works

No retainers, no surprises.

A project with us is a short list of steps with a price attached to each one. You can stop after any of them.

Step 1 · Free

20-minute call

You describe the problem. We tell you honestly whether AI, plain automation or nothing at all is the right fix.

Step 2 · 2–3 days

Fixed quote

A one-page scope with deliverables, milestones and a fixed price in USD.

Step 3 · Weekly

Build with demos

You see working software every week, tested on your real data, not slides.

Step 4 · 30 days

Handover

Docs, a recorded video walkthrough and 30 days of adjustments. Then an optional care plan.

Pricing

Starting prices, in plain numbers.

Small businesses should not have to book a call to find out whether they can afford something. Final prices are fixed in your quote.

EngagementPriceWhat you get
AI opportunity audit$450A 90-minute working session and a written plan: 3–5 automations ranked by payback, with build and running costs. Credited in full if you go ahead.
Workflow automationfrom $1,800One process automated end to end — lead intake, quotes and follow-ups, invoices, document collection or reporting. Tested on your real data, documented, 30 days of adjustments.
AI assistant / agentfrom $2,900An agent that reads and sorts requests from your site, email or WhatsApp, drafts replies from your own documents and logs everything in your CRM. A human approves sensitive messages.
MCP serverfrom $3,500Your product, database or internal API exposed to Claude, ChatGPT and other AI agents through the Model Context Protocol — with auth, rate limits, tests and docs.
Custom software, games & 3Dfixed quoteApps, integrations, Unreal/Unity projects and 3D environments are quoted per milestone after a free scoping call.
Care planfrom $175/moMonitoring, fixes when a vendor API changes, small improvements every month. Cancel any month.

Prices in USD, excluding third-party subscriptions (AI credits, hosting, WhatsApp Business API), which stay in your name — usually a few dozen dollars a month for a small business. You get the fixed price in writing before any work starts.

Why us

A European studio built for North American clients.

International Solutions OÜ has been registered in Estonia — one of the most digital countries in the EU — since 2016.

You talk to the engineer

No account managers in the middle. The person on your call is the person writing your code.

100% remote, in your hours

All work is done remotely — video calls, a shared board, screen-shared demos, no travel costs. Our afternoons are your mornings; calls are booked in your time zone.

Privacy by default

As an EU company we work to GDPR standards: least-privilege access, no training on your data, and an NDA on request.

Practical, not hype

If a spreadsheet formula solves it, we will say so. We build AI only where it saves real hours.

FAQ

Questions owners ask us first.

What is an MCP server, and does my business need one?

MCP (Model Context Protocol) is the open standard that lets AI assistants such as Claude or ChatGPT use outside tools and data safely. If your customers or staff want to ask an AI about your inventory, bookings, listings or internal docs, an MCP server is the connector that makes that work — with permissions you control. If you just want a task automated, a regular workflow or agent is often cheaper; we will tell you which on the first call.

You are based in Europe. How does that work for a US or Canadian client?

We work 100% remotely and never need to be on site. Our working day overlaps US Eastern mornings and early afternoons, and we book video calls in your time zone. Quotes are fixed and in USD, communication is in English, and every project has a shared board and weekly demo, so you always see progress without chasing anyone.

Who owns the code and the data?

You do. Code is delivered to your repository, accounts and API keys are created in your name, and your data stays in your systems. We sign an NDA on request before you share anything sensitive.

How is our data protected when AI is involved?

We are an EU company, so we work to GDPR standards by default: least-privilege access, no training on your data, logs you can inspect, and a human approval step for anything customer-facing. Where needed, models can run on infrastructure you control.

Can you take on game or 3D work for a business that is not a game studio?

Yes. Real-time 3D is useful well beyond games: product visualizations, interactive configurators, virtual tours of a property or venue, and training simulations. The same Unreal Engine and Unity skills apply.

How fast can you start?

Usually within one to two weeks of the scoping call. An audit or a single automation typically ships in two to four weeks; larger builds are split into milestones with a demo at the end of each.

Contact

Tell us what you want to build.

The fastest way is a WhatsApp message — you talk directly to Denis, the engineer who will build it. Prefer email? Send the brief and we will reply within one business day.

Message Denis on WhatsApp
  • All work done remotely — video calls, shared board, async updates
  • Free 20-minute first call, no obligation
  • Fixed price in USD, in writing, before work starts
  • Calls in your time zone · English, French, Russian
Goes straight to Denis, our lead engineer. We reply within one business day and never share your details. Privacy
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