All work
CRM & SaaSAI / Creative Tech · AI Design Platform2024

MEC Artworks AI

Mosaic and tile design traditionally required extensive manual iteration — sketching, sampling, and physically arranging materials before a concept could be properly evaluated or presented to a client. Designers needed a tool that could collapse this cycle, enabling concepts to be generated, visualised, and assessed in seconds rather than days.

Outcome

Measured results

Real-time
AI mosaic design generation
Seconds
Concept-to-visualisation time
Faster
Design iteration & approval
Overview

What we shipped

AI-powered mosaic design generation platform that allows designers and clients to create, visualise, and explore custom tile artwork concepts in real time. Replaces manual iteration cycles with an intelligent generation engine and interactive canvas — making the full creative workflow faster from first concept to client approval.

Challenge

The problem

Mosaic and tile design traditionally required extensive manual iteration — sketching, sampling, and physically arranging materials before a concept could be properly evaluated or presented to a client. Designers needed a tool that could collapse this cycle, enabling concepts to be generated, visualised, and assessed in seconds rather than days.

Approach

How we tackled it

Developed an AI generation engine that takes user-defined parameters — palette, pattern style, tile density — and produces rendered mosaic visualisations instantly using canvas-based rendering. Designed a dual-audience interface accessible to design professionals who need speed and control, and to clients who need to understand and approve concepts without design literacy.

Case study

The full story

MEC Artworks AI was built to close a specific gap in the mosaic design process: the distance between a concept and its first visual representation. In traditional practice, that gap is filled with hours of manual work — sketching, sampling, arranging physical tiles. The platform closes it to seconds.

We developed an AI generation engine that accepts user inputs — colour palette preferences, pattern style, tile density and scale — and renders mosaic visualisations in real time using a canvas-based output system. The results are immediately usable as client-facing concepts, not rough approximations requiring further manual refinement.

The interface was designed for two distinct users simultaneously. Design professionals needed speed, control, and the ability to iterate rapidly across variations. Clients needed to understand, react to, and approve concepts without requiring design literacy or technical explanation. Simplicity was the design brief — the tool had to accelerate creativity without introducing a new learning curve.

The result transforms the front end of the mosaic design process. Concepts that previously required a full day to produce and present can now be generated, iterated, and taken to client approval within a single working session. The platform is live and in active use by the MEC Artworks team.

Stack

Tech we used

Next.jsAI IntegrationCanvas RenderingTailwind CSS
Scope

Services delivered

  • AI design generation engine
  • Real-time canvas visualisation
  • UI/UX design (dual audience)
  • Full-stack frontend engineering
PreviousFloret Capitals
NextFloret Analysis for PMEX

More like this

contact@triminage.com