01 / Studio

MWT Labs is an AI lab and product studio run by Gisel Armando

The studio

We build apps for our kids — and yours.

We build software products for children and their families.

First out: Logan - a speech-therapy app for four to six year olds, and Wildlings - a creature-collecting game built for kids to learn about natural sciences.

The consultancy

Technical leadership, where it counts.

Alongside building studio products, I work with small teams as a fractional CTO and AI product architect: set the architecture, unblock the team, make the calls, then hand it over clean.

02 / What I do

02.1

Fractional CTO / CPO

Two days a week of senior ownership: roadmap, architecture, hiring, and the technical story for your board and investors.

02.2

AI product architecture

Where the model belongs in the product, what it costs to run, how it fails, and what you owe your users when it does.

02.3

Tech Lead/ AI Lead

Cover for a gap or a scale-up push. I hold the team steady, ship the current quarter, and brief whoever comes next.

02.4

0-1 AI Engineer

I take a product from a blank page to a first working version: the model, the product surface, and the pipeline in between. I can also embed as a forward deployed engineer — in your stack, with your users, until it ships.

03 / In the lab

Logan

A speech-therapy app for children aged four to six, Spanish-first and bilingual, launching in Spain. iOS and Android, with pronunciation assessment running server-side. The studio's first product.

See the product page
Logan splash screen logan

Wildlings

A field notebook that plays like a card game for children aged five to twelve. Every Wildling is one real animal, its card built from real facts. iOS and Android.

See the product page