Engineering-Supervised AI Renders

Your Project.
Photorealism
in Hours.

We combine 20 years of architectural expertise with a proprietary AI engine. 100% CAD-accurate. No geometric hallucinations.

Join the 2026 Industry Report → How It Works

render preview — coming soon

20 Years of
experience

−90% Render time
reduction

100% CAD
accuracy

The Problem

Traditional visualisations stop sales.

Developers and agencies lose weeks on every iteration cycle. Cheap AI hallucinates — warped walls, missing handles, lost client trust. The gap between speed and precision costs real money.

01
2–4 weeks per material change Swapping oak floor for concrete means a full re-render from scratch. Days of waiting and an extra invoice.
02
Unsupervised AI = architectural errors Midjourney doesn't read CAD. Walls bend, windows vanish. Clients don't buy from renders they can't trust.
03
Standard renders don't sell emotions Buyers don't see their life in an empty render. Demographic personalisation changes conversion rates.

How It Works

CAD → AI → Photorealism

Three phases. Engineering oversight at every step. Zero geometric compromise.

Clean Geometry

Marcin exports a precise CAD model — proportions perfect to the millimetre. This is the system's 'sacred geometry' that AI cannot alter.

ControlNet Supervision

The AI engine applies photorealism to your model, not its own interpretation of space. ControlNet + IP-Adapter = your materials, your dimensions.

Personalisation & Delivery

Gen Z, Family, or Premium Investor variant — in 15 minutes. 4K render ready for prospectus and portals in hours, not weeks.

Competitive Edge

Iteration speed agencies can't offer.

We are not cheap AI. Not an expensive agency. We are something the market has never had before.

Traditional Studio

✕ 2–4 weeks for first renders

✕ Material change = new render = new invoice

✕ One demographic version per package

✕ Software licences baked into margin

✕ Scaling = hiring more artists

Medeis.dev · AI-Supervised Engineering

→ First renders within hours of CAD model

→ Material change — isolated inpainting, rest of scene untouched

→ 3 demographic variants in 15 minutes

→ Open-source stack, ~80% gross margin

→ Scaling = buying more GPU, not artists

Pricing

Three packages. One quality standard.

Every package runs on the same engineering engine. Scope and delivery priority differ.

Package 01

Quick Start

For premium agencies

from 800 PLN net / shot

1–2 final shots in 24–48h
AI virtual staging tailored to client
1 demographic variant
4K delivery for portal/prospectus
1 round of inpainting revisions

Investment

For developers

quote package (10–30 shots)

Full building + communal areas
Consistent visual style across development
3 demographic variants per shot
Marcin's engineering oversight
Priority delivery timeline
Material report (brands, specs etc.)

Package 03

Collegial

For design studios

subscription or hourly rate

Rendering support based on your vision
Overflow capacity without hiring
Full compliance with your CAD project
Flexible scheduling
Priority for ongoing partners

Team

Engineering expertise + data strategy.

Marcin Siudmak

Interior Architect · CAD Engineer · Founder

Designing spaces since 2006. Two decades of residential, commercial and office projects across Warsaw and Masovia. Oversees every render for geometric and aesthetic compliance.

CAD Modeling ControlNet Interior Design 20 years

Mateusz

Data Engineer · GTM Strategist

Data engineer & senior analyst combining sociological insight with enterprise-grade data architecture. Leads GTM strategy, CRM, and platform analytics.

Microsoft Fabric T-SQL · Python GTM Strategy Lakehouse

Industry Report 2026

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Shape the market.

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Your Project. Photorealism in Hours.