Understand
Start with your people, operations, and the problem worth solving.
Websites, mobile apps, custom software, and AI automation for your business.
Drag to rotate. Tap a block to form its own cube and turn its layers. Arrow keys rotate. Enter selects the next observer. P pauses or resumes motion. E expands or reconnects the cube. Home resets the view.
IT SERVICES / WHAT WE BUILD FOR CLIENTS
From a new app to a process that takes too much manual work, we help you find the right solution. Hire us for a specific project or ongoing IT support.
Workflow mapping, internal tools, and repetitive-task automation.
Custom software built around your operations or product idea.
Websites and mobile apps for your customers and your team.
AI assistants, data analysis, and integrations for everyday work.
Connect your applications, data, and cloud infrastructure.
Improve existing software, fix problems, and maintain your systems.
WHY LIVNIUM
Your software carries your business.
We treat it that way.
We start with your people, your workflow, and what needs to work better. Then we choose the technology that serves it.
The app, the backend, the data, the everyday operation. We build across those boundaries so the pieces work together.
Working increments you can test. Technical decisions you can understand. A clear path to launch, maintenance, and what comes next.
See how we think.
Explore what we build.
Our geometric computing toolkit.
Our models, experiments, and research.
CLIENT PROJECTS / HOW WE WORK WITH YOU
You don’t need a technical brief to start. We learn how your business works, identify unnecessary steps, and agree on what to build before development begins.
Start with your people, operations, and the problem worth solving.
Make the systems, dependencies, and bottlenecks visible.
Remove unnecessary steps. Find the smallest credible solution.
Design and engineer working increments you can test early.
Validate the result, launch carefully, and keep improving.
LIVNIUM / YOUR TECHNOLOGY PARTNER
That’s where Livnium began. We understand how a company operates, remove the steps that don’t need to exist, and use technology to make the rest clearer, faster, and easier to scale.
Our storyBUILT BY LIVNIUM / OUR OWN TOOLS
A Python toolkit for reversible symbol encoding, cube rotations, and nested geometric structures.
DEVELOPER SDKA configurable engine for studying how representations move toward learned targets.
RESEARCH TOOLINGOur team’s webmail workspace for inboxes, search, attachments, replies, and drafts.
TEAM WORKSPACELIVNIUM LABS / OUR INDEPENDENT RESEARCH
Our independent research spans language models, vision, memory systems, geometric computing, and software simulation. These are projects we develop in Livnium Labs.
Explore all our researchINSIDE NOUN COLLAPSE
An evolving state reads context in order. The geometry it learns also becomes the word embeddings.
STEP 01 / CONTEXT
During training, the noun is held out. The words before and after it are read in order, starting from a learned state.
ordered context → start stateContext words, in their original order.
PUBLISHED WORD-NEIGHBOUR EXAMPLEphysics → chemistry, mathematics, astronomy
INSIDE PREMISE GENERATOR
A small controller chooses a word, updates the collapse state, and repeats. Each choice feeds the next.
STEP 01 / INPUT + LABEL
The input is a hypothesis plus a label: entailment, neutral, or contradiction. The model generates a premise conditioned on those inputs.
(hypothesis, relationship) → premise“A person is walking a dog.” + neutral label
RECORDED CHECKPOINT OUTPUTa person walking down a street with a black dog.
INSIDE COLLAPSE NLI
Sentence vectors become a difference vector. Four collapse layers transform it before a geometric readout.
STEP 01 / TWO SENTENCES
The premise and hypothesis each become a sequence of learned word vectors. Mean pooling produces one vector for each sentence.
premise → u hypothesis → vA premise and a hypothesis to compare.
THE THREE POSSIBLE OUTPUT CLASSESEntailment · Neutral · Contradiction
Architecture schematics based on Livnium’s model code. Geometry and motion are illustrative; examples are not live inference.
Explore the trained models, examples, and research in language, vision, memory systems, and geometric computing.
Explore Livnium LabsLIVNIUM LABS / THE WIDER RESEARCH
Alongside our language models, we build tools to encode images, organise memory, and work with geometric representations.
Inside Livnium LabsEncode image position and colour into geometric representations, then test image reconstruction.
Research prototypesStore and retrieve information, track changes, and test reversible read and write operations.
Research prototypesExplore reversible cube operations and how vectors move toward learned targets.
Packages + researchHIRE LIVNIUM / START YOUR IT PROJECT
+Tell us what you need built, fixed, or automated.
Let’s discuss the scope and the next step.