MIRKO

Case Studies

Explore digital products and platforms we've designed and engineered for companies across industries and markets.

BlueShadow
  • Copenhagen, Denmark
  • Defence
  • MIL-tech
  • AI
  • Maritime
  • Data Fusion

BlueShadow

Mirko is the engineering partner behind BlueShadow, a Copenhagen-based maritime security platform that fuses AIS, radar, ELINT, SIGINT, EO, SAR, IR and OSINT data to illuminate dark ships, score threats to critical infrastructure and trigger automated response. Our Tech Lead Maksym Hrebinnyk serves as BlueShadow's CTO.

Technologies:

Python, PyTorch, Kafka, PostgreSQL, TimescaleDB, React, Node.js, Kubernetes, Azure

Procurement Copilot
  • Germany
  • AI
  • LLM Agents
  • Manufacturing
  • SAP

Procurement Copilot

An agentic procurement assistant for a European industrial group: it reads supplier offers, compares RFQ responses against specifications, drafts clarifications and routes approvals through SAP, cutting quote evaluation from days to hours.

Technologies:

Claude, LangGraph, Python, SAP S/4HANA, PostgreSQL, pgvector, Azure

Support Resolution Agent
  • Netherlands
  • AI
  • Support Automation
  • SaaS
  • LLM Agents

Support Resolution Agent

An AI agent integrated into Zendesk and the product's admin API that resolves routine support tickets end to end, escalates with full context and is measured by an evaluation set of real conversations.

Technologies:

OpenAI, Claude, Node.js, NestJS, Zendesk API, PostgreSQL, Elasticsearch, AWS

Granite AI Analysis
  • USA
  • AI

Granite AI Analysis

Identify granite among other materials and group it by size. The AI model uses spectral analysis based on granite’s composition: quartz (70%), aluminum oxide (14%), potassium oxide (5%), and others.

Technologies:

PHP, Rekognition

LLM Evaluation Platform
  • United Kingdom
  • AI
  • Evaluation
  • FinTech
  • MLOps

LLM Evaluation Platform

An internal evaluation and observability platform for a fintech's customer assistant: regression suites, LLM-as-judge scoring, production tracing and release gates that let the team ship model changes weekly instead of quarterly.

Technologies:

Python, LangGraph, OpenAI, Claude, PostgreSQL, ClickHouse, Grafana, GCP

Pharma QA Knowledge Copilot
  • Ukraine
  • AI
  • RAG
  • Pharma
  • Healthcare

Pharma QA Knowledge Copilot

A retrieval-augmented assistant for the quality-assurance department of a pharmaceutical manufacturer: it answers questions over SOPs, batch records and audit reports with citations, inside the company's private cloud.

Technologies:

Claude, Open-source LLMs, Python, pgvector, Elasticsearch, Azure, Kubernetes

Image Reco
  • Retail
  • AI
  • Computer Vision

Image Reco

A data-driven solution that uses computer vision to analyze store shelves, providing actionable insights for trade promotion and category management for tobacco products.

Technologies:

Computer Vision, TensorFlow, Python, Salesforce

AI Construction Site Safety Monitoring
  • Construction
  • AI
  • Computer Vision

AI Construction Site Safety Monitoring

AI-powered camera and LiDAR monitoring that detects safety violations and unusual behavior on construction sites in real time, reducing manual supervision and enabling faster response to risks.

Technologies:

Computer Vision, LiDAR, Python, AI

AI Construction Management Platform
  • Construction
  • PropTech
  • AI

AI Construction Management Platform

A construction operations platform that unifies project controls, site execution, resource coordination and executive reporting, with AI forecasting and risk scoring for decision-makers.

Technologies:

React, Next.js, TypeScript, React Native, Node.js, NestJS, PostgreSQL, Redis, LangGraph

Defect Search
  • Ukraine
  • AI

Defect Search

Defect detection for finding defects on objects, then identifying and tracking them. The solution processes visual information and monitors it consistently to support quality control and operational decisions.

Technologies:

MySQL, AWS, Rekognition

gAIge
  • EU
  • AI

gAIge

gAIge is the first study tool that uses knowledge from thousands of professors, textbooks, and lectures to help you prepare where you need it most.

Technologies:

PHP, Docker, Vue, Symfony, PostgreSQL, HTML, CSS, JavaScript

Weekwize
  • USA
  • AI

Weekwize

Development of an AI solution that generates reports on participants' time spent, based on a custom user request.

Technologies:

PHP, Docker, AWS, PostgreSQL

Industrial Service Agents
  • Industrial Equipment Maker, Austria
  • Manufacturing
  • AI
  • LLM Agents
  • Field Service

Industrial Service Agents

LLM workflow agents for an industrial equipment maker: they read service tickets, telemetry and manuals, propose a diagnosis and parts list, and route anything irreversible to a human, auto-resolving 71% of tickets.

Technologies:

Python, LangGraph, Claude, GCP, BigQuery, ServiceNow

AI-Powered CO₂ Analysis for Construction
  • Construction
  • AI
  • Sustainability

AI-Powered CO₂ Analysis for Construction

Multiple AI models calculate and analyze the carbon footprint of a construction project based on materials, manufacturing, transportation and other project data, before and during construction.

Technologies:

AI, Python, Data Analytics

Physical & Mental Health Platform
  • AI
  • Healthcare
  • Mobile

Physical & Mental Health Platform

A mobile app and platform based on machine learning that gives users accurate insights into their body and mental state, with personalized training plans and daily routines.

Technologies:

Laravel, React, MySQL, AWS, Machine Learning

AI Generative NFT
  • AI
  • Web3
  • Blockchain

AI Generative NFT

A decentralized application that lets users generate unique images with AI and mint them as NFT assets ready to be traded on the blockchain.

Technologies:

React, Solidity, MongoDB, Node.js, Generative AI

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