ALLIET Software Labs
AI • Software • Automation

Ideas to
Intelligent
Products.

ALLIET Software Labs is an independent software lab. We design and build AI systems, web products and automation for clients — and develop products of our own alongside that work.

ALLIET Software Labs Architecture
SYSTEM 01
INPUT →CONTEXT →INTELLIGENCE
ARCHITECTURE / 01

01. What we do

Software that has to work, not just demo well.

Most of our work sits where AI meets ordinary engineering. A model is only useful once it's connected to real data, a usable interface and the systems people already rely on.

What this covers

Language-model features and agent systems built as software, not as a clever prompt: retrieval, memory, tool use, and a plan for when the model is wrong or unavailable.

Typical work
  • LLM features & agents
  • Memory & retrieval
  • Multi-agent orchestration
  • Local & hosted models
Technologies
PythonCogneeMemgraphRedisGroqOllama
Explore ai systems →

03. Architecture

How we structure an AI system.

A language model is one component, not the whole system. Requests are routed, grounded in real context and checked before anything acts on them. The walkthrough below is a simulation of that flow — no live model is running.

USER INPUT
INTENT ROUTER
Intent classification
RETRIEVAL (RAG)
MEMORY
TOOLS / API
REASONING ORCHESTRATOR
Planning & logic
ACTION ENGINE
VALIDATION
SYSTEM RESULT

04. About ALLIET

Small by
design.

ALLIET Software Labs is an engineering and product studio. We take on a focused set of client projects and spend the rest of our time on our own software. The two keep each other in check: client work keeps us practical, and building our own products keeps us honest about what it takes to ship.

About the studio →

Client work

Software built to your brief, documented and handed over cleanly.

Own products

Tools we build because we think they should exist.

05. Tech Stack

What we build with.

The stack behind the work on this site. We favour open, well-documented tools — and we'll use whatever your existing system already runs on.

React
Next.js
TypeScript
Tailwind CSS
Framer Motion
Node.js
Express
Python
MongoDB
Redis
Docker
Cognee
Ollama
Groq
Vercel

06. Start a conversation

Tell us what
you're building.

An early idea, a prototype that needs to become a product, or a process that should have been automated years ago. A short message is enough to start — we'll ask the right questions.

Ideas to Systems Visualization
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