Imaginative software & creative R&D

Real problems.
Unusual
solutions.

Specialist software for people who make things.
Built from experience. Made to stay yours.

Explore the work About the lab
FIG. 01 — A DIFFERENT KIND OF LAB
SOFTWARE / SOUND / MACHINE LEARNING CREATIVE SOFTWARE FOR IMAGINATIVE MINDS SCROLL ↓
01 / THE WORK Four products. Distinct problems.

Tools with a reason
to exist.

01 / MUSIC LIBRARY & DISCOVERY

Your music.
Rediscovered.

Wavedeck

A home for the music you own. Listen, analyse, discover connections, and prepare your next set, on your own machine.

Product notes

Wavedeck brings local files and Google Drive into one music library, with local track analysis, similarity-based discovery, and portable DJ preparation data. Your library stays where it is. Wavedeck reads it in place.

Wavedeck is where you work with your music. Your DJ application is where you perform it.

Local analysis · Owned music · DJ preparation Ask for a beta invite
02 / CREATIVE PRODUCTION

The whole production.
In plain sight.

NOON Watchtower

A private watchtower over the files your production already keeps. See progress, handoffs, and what needs attention.

Product notes

NOON Watchtower derives production state from your existing folders. Plans, evidence, gates, handoffs, and releases become visible to people and their assistants through a controlled write path. Remove the app and your production remains workable from your file manager. It runs our own productions today; external productisation is underway.

NOON Watchtower is where you watch and run a production. Your pipeline's tools are where you make it.

File-native · Production visibility · Controlled assistance
03 / APPLIED MACHINE LEARNING

Small models.
A higher standard.

MaatML

One executable correctness contract, from data admission to a model you can trust enough to ship.

Product notes

A validator-gated lifecycle framework for small task-specific text, vision, and vision-language models on hardware you control. One declarative model definition connects training, evaluation, release, export, and serving. Every exported model travels with the evidence that let it ship.

MaatML is where the model is built, weighed, and packaged. The runtime is where it answers.

Validator-gated · Portable evidence · Your hardware pip install maatml
Source on GitHub Documentation
04 / COMPOSITION & PERFORMANCE

Think in patterns.
Play in possibilities.

Motif Studio

A music studio designed around patterns, a native audio engine, and an assistant that works on your machine.

Product notes

Motif Studio is a defined product and development programme, not a released application. The definition covers a composition language, local samples and plug-ins, validated musical assistance, revision history, and live section launching. It waits behind the products already in use until evidence earns it a build slot.

Motif Studio is where patterns take shape. Your DAW is where you finish the record.

Pattern composition · Local audio · Inspectable changes
02 / THE LAB

Built from use.
Kept human.

We build the tools we wish existed, for problems we already know.

Moralfish Labs is an imaginative software and creative R&D lab. The work moves between creative production, sound, and machine learning, turning real friction into focused products. We start from a problem, not from a technology looking for a use.

03 / THE CHARACTER Precise technology. Unusual character.

A little strange.
Entirely intentional.

The Moralfish fish symbol THE FISH IN MOTION.
Electric coralTHE FISH
Acid yellow-greenTHE SIGNAL
InkTHE CANVAS
PaperTHE PAGE

A fish in motion beside a lowercase name. It swims forward, it does not follow the shoal, and it is the only part of the lab allowed to lead with personality. Everything it sits next to stays exact.

Four colours, two typefaces, no decoration.
The character is in the tools, not on top of them.

04 / CONTACT

Working on something
that fits?

One address, for beta invites, specialist work, and anything else. We read every message and reply within days, not minutes.

hello@moralfish.dev