Research-grounded AI.
In production.

We turn applied AI research into production systems that deliver real-world impact for governments, industry, and research partners.

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Our team has collaborated with

EPFL
Google
Meta
Stanford University
MIT
ETH Zürich
Johns Hopkins University

Services

AI agents & RAG systems

RAG systems, natural language processing, and automated query resolution.

  • Custom AI agent solutions
  • Chatbots with access to your data
  • Knowledge-base & document search

Data & system architecture

Scalable web/mobile applications, unified APIs, and supply chain tracking.

  • Scalable web & mobile apps
  • Unified APIs & integrations
  • Supply-chain tracking

Hardware & edge computing

Biosignal processing, wearable devices, and IoT.

  • Biosignal processing
  • Wearable sensors & devices
  • On-device edge inference

Industries

We deploy systems across the public and private sectors - anywhere the work demands both research depth and operational reliability.

Government

Public-sector deployments
Education

National-scale platforms
Telecommunications

Regulatory systems
Travel

Consumer-facing AI
Agriculture

Supply-chain visibility
Health & wellbeing

Care, nutrition & wellbeing

Projects we've built

Ministry of Education & Science

A RAG-based assistant for the Ministry's E-dnevnik student records platform, handling hundreds of weekly queries from teachers and parents.

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Agency for Electronic Communications

A citizen-facing agent that interprets dense telecom regulations and deflects the manual email inquiry bottleneck.

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NutrientsDB

One of the largest unified nutrition databases worldwide. Consolidates fragmented global food databases into a single scalable resource.

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Agri-Tech supply chain tracking

End-to-end data visibility from farm to distribution. Optimizes logistics, cuts waste, ensures accountability.

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Municipal e-government

A dual-sided digital portal for North Macedonian municipalities. Streamlines rentals, tax, and visitor discounts.

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Official PE Gazette

A software tool for automatic invoice generation, streamlining billing for the official publication of public-enterprise notices and tenders.

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Research

We approach complex software challenges with the rigor of academic research. Beyond commercial deployments, we publish papers and release open-source tools that advance frontier research.

BSNLP @ ACL - 2025 Best Paper
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language

The domestic-yak ecosystem: the largest Macedonian textual corpus, the first evaluation set, and the leading instruction-tuned model.

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IWSSIP - 2023
Prediction of hospital readmission using federated learning

A privacy-preserving predictive system using federated learning. Forecasts patient readmissions while maintaining strict hospital data privacy.

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CSOC - 2023
Intrusion Detection with Supervised and Unsupervised Learning Using PyCaret over CICIDS 2017

Supervised and unsupervised ML algorithms for network intrusion detection, evaluated with PyCaret over the CICIDS 2017 dataset.

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Open source - 2025
MMORE: Massive Multimodal Open RAG & Extraction

A scalable open-source pipeline that processes, indexes, and retrieves knowledge from diverse document types (PDFs, videos, spreadsheets) for use with large language models.

View on GitHub
Research project
MegaBites

An EPFL Solutions for Sustainability project applying data science to reduce the carbon footprint of campus meals by 25-33% through targeted interventions in food sourcing and waste reduction.

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Team

Our talent pool and academic background are our primary differentiators from standard development shops.

Identity

We are a collective of software engineers, AI researchers, and hardware specialists. Comprising professionals with Master's degrees and PhDs from institutions such as EPFL, we unite multidisciplinary knowledge to deliver end-to-end technical solutions.

Mission

To accelerate digitalization by engineering and deploying highly capable AI and software architecture that solves complex bottlenecks.

Vision

Technology that creates measurable, real-world utility. Every implemented solution must drive meaningful efficiency and operational progress.