08 / CASE STUDYAI Web App / F&B Gaming2026

Matcha Morning — AI Café Management Game

A work-in-progress AI-assisted café management game where players build and operate a matcha-focused coffee shop through ordering, drink preparation, customer service, upgrades and day-by-day business growth.

CLIENT / TYPE126 LABS Playground / Work in ProgressROLEProduct Strategy / Game UX/UI / AI Visual Direction / DevelopmentINDUSTRYF&B / Gaming / Digital Product

Work in progress at 126 LABS. Product systems, interface details, artwork and gameplay may continue to evolve during development.

Matcha Morning — AI Café Management Game — primary case study visual
126 LABS / HUMAN-DIRECTED AI CREATIVE PRODUCTION
01 / CONTEXT

From brief
to a controlled
visual system.

CHALLENGE

The product needs to make real F&B operating logic understandable and enjoyable inside a casual game. Orders, recipes, ingredients, service timing, customer satisfaction, equipment upgrades and daily targets must feel connected without overwhelming the player.

CREATIVE RESPONSE

126 LABS is developing Matcha Morning as a cozy, Japanese-inspired management experience with a mobile-first interface and warm illustrated art direction. The current prototype turns café operations into short gameplay loops: receive an order, prepare the right ingredients, serve the customer, earn coins, unlock equipment and expand the shop over successive days.

OUTPUT

Game product concept · UX/UI system · F&B simulation design · Mobile-first web app · AI-assisted visual production · Interactive prototype

02 / VISUAL SHOWCASE

One system.
Project views.

Project-supplied visuals are shown as a connected sequence. Each image belongs to the same case study rather than a generic portfolio filler.

Matcha Morning — AI Café Management Game — Day-complete progression and café upgrade screen
01Day-complete progression and café upgrade screen
Matcha Morning — AI Café Management Game — Iced matcha latte order and preparation screen
02Iced matcha latte order and preparation screen
Matcha Morning — AI Café Management Game — Motion / light study
03Motion / light study
Matcha Morning — AI Café Management Game — Secondary campaign frame
04Secondary campaign frame
Matcha Morning — AI Café Management Game — Detail crop / texture
05Detail crop / texture
Matcha Morning — AI Café Management Game — Detail crop / composition
06Detail crop / composition
03 / TECHNICAL CASE STUDY

Strategy, direction
and production craft.

Matcha Morning is a work-in-progress AI-assisted café management game by 126 LABS, combining matcha shop operations, mobile game UX and F&B business simulation in a cozy digital product.

01

Product Concept

Matcha Morning turns the everyday rhythm of running a specialty matcha café into a compact management game. The experience is designed to be friendly enough for casual players while borrowing recognizable logic from real F&B operations.

The current direction uses a warm Japanese-inspired illustration system, clear ingredient icons and tactile interface components so the business layer feels approachable rather than spreadsheet-like.

02

Core Gameplay Loop

Players receive customer orders, identify the drink recipe, combine ingredients such as matcha, milk and ice, serve within the waiting-time window and earn revenue based on successful service.

Daily progression then feeds back into the shop through equipment upgrades, new menu items, décor, customer targets and additional operational complexity.

03

F&B Business Simulation

Behind the playful interface, the project is being structured around practical café systems: product recipes, ingredient stock, equipment, service speed, customer satisfaction, revenue, upgrade costs and day-level performance goals.

This creates room for the game to become both entertainment and an accessible way to understand how small food-and-beverage businesses grow operationally.

04

Current Development Status

The project is currently in process. 126 LABS is refining the interaction flow, balancing the business systems and expanding the visual asset library before deeper gameplay and progression are connected.

The prototype demonstrates the studio’s approach to AI-assisted digital products: combining product thinking, interface design, visual direction and development inside one coherent experience.

04 / MORE CASE STUDIES

Keep exploring
selected work.

Continue through related case studies to see how 126 LABS approaches different creative, digital and production challenges.

05 / RELATED SERVICES

See what can
support the next build.

Explore the capabilities behind the work, from creative direction to production, digital products and AI systems.

06 / START A PROJECT

Need a similar
production route?

Tell 126 LABS what you are building. We can help shape the direction, production system, visuals and digital experience around the business objective.

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