INDEPENDENT SOFTWARE STUDIO / EST. CURIOUS

Software for
plans in motion.

We make focused tools for the messy middle between having an idea and making it happen—from group travel decisions to weather-aware outdoor plans.

Explore the work

TWO PROJECTS IN DEVELOPMENT · ONE CONCEPT

MABAM WORKS / 2026↓INDEPENDENT SOFTWARE

THE WORK / 01—03

Ideas become
things you can use.

Three projects at different stages. Explore what each is for, what exists today and what we’re working toward.

COLLABORATIVE TRAVEL PLANNING

Trip Planner

A shared space to suggest places, make decisions and turn a group’s ideas into a trip everyone can follow.

Explore this project

METHOD / BUILDING WITH CLAUDE

Useful AI starts
with useful tools.

We’re exploring Claude as a language interface around product data and tools: helping people express intent, understand options and review a suggestion. It would support the product logic—not replace it.

PLANNING · No Claude API connection is implemented in this site or represented as live product functionality.

TRIP PLANNER / DEVELOPMENT PLAN

Draft an itinerary from a natural-language request, revise around time, budget and preferences, compare places or transport, and summarize a group’s suggestions.

PLANNED

KMA RAIN / DEVELOPMENT PLAN

Explain prepared forecast results in plain language, summarize rain likelihood and uncertainty, and help someone assess a specific venue or outdoor event.

PLANNED

A proposed data path

Select a step to see what it does. The integration shown here is a design plan, not a connected API.

01 / INPUT

A person describes a trip, a constraint or an outdoor plan.

Start with the user's goal and context; ask for missing details when needed.

EVALUATION PLAN

Future user testing will assess whether itinerary suggestions respect constraints, forecast explanations communicate uncertainty, and results help people decide. We’ll also check fallbacks for invalid responses.

MW / STUDIO

STUDIO / ABOUT

Small studio.
Practical curiosity.

MABAM Works is an independent software studio making products around planning and decision-making. We work from concrete problems, keep the useful details visible and make the status of our work clear.

Get in touch

HAVE A GOOD PROBLEM?

Let’s talk
about making it.

Write to MABAM Works[email protected]