AI · Python · Backend

Software that grows with your business, built with care.

We're a small engineering studio from Bosnia and Herzegovina. We build AI systems, Python applications and backends that hold up in production, and now AI agents that work with the systems you already run.

Kakanj, Bosnia and Herzegovina Working across time zones
New · AI agents

Let AI agents work with the systems you already run

You don't need to rebuild to use AI. We put a secure, agent-ready layer on top of the API you already have, then build the agents that use it.

  1. 1Your existing APIAlready running today
  2. 2Headless modeAuthenticated MCP server
  3. 3AgentsChat and multi-agent flows
Headless mode

Your system, operated by agents

We turn your existing API into an MCP server that people sign in to with their own account. They connect the AI assistant they already use, like Claude or ChatGPT, and work with your system through it, with their usual permissions and no new interface to build.

  • MCP server built on your existing API
  • Users sign in, agents act with their permissions
  • A log of every action an agent takes
Agent chat

An assistant inside your product

A chat assistant inside your product or internal tools that answers from your own data and gets tasks done, with a person approving the steps that matter.

  • Chat embedded in web apps and internal tools
  • Answers grounded in your documents and data
  • Approval steps for sensitive actions
Multi-agent flows

Teams of agents for complex work

For work too big for one prompt, we build long-running multi-agent flows in LangGraph. Specialised agents pass tasks to each other, check each other's output, and deliver what the user asked for. Every step is traced in Langfuse, so you can see how each result was produced.

  • Orchestration with LangGraph
  • Long-running flows with handoffs and review steps
  • Tracing and evaluation with Langfuse

Have a system you want agents to use? Tell us about it →

Services

From the model to the cloud it runs on

We cover the whole technical picture, so you work with one team instead of four.

AI & Machine Learning

Custom intelligent systems that change how your business operates.

  • Custom ML models
  • Handwritten text recognition
  • NLP & sentiment analysis
  • Computer vision
  • Document understanding
  • Predictive analytics

Python Development

Production-grade applications built for scale and reliability.

  • FastAPI & Flask APIs
  • PySpark data pipelines
  • Streaming applications
  • Automation
  • Performance optimisation

Backend Engineering

Scalable architectures that power enterprise applications.

  • Microservices
  • RESTful API design
  • Database optimisation
  • Event-driven systems (Kafka)
  • ETL pipelines
  • System integration

Cloud & DevOps

Modern infrastructure that scales as you grow.

  • AWS & Azure
  • Docker & Kubernetes
  • Terraform IaC
  • CI/CD pipelines
  • Monitoring & observability
  • Security best practices
Selected work

More things we've built

Real systems for real companies, measured by what changed after launch.

Travel & E-commerce

Enterprise booking & payment platform

Multi-channel booking with integrated payments for a global travel company.

  • Python
  • FastAPI
  • PostgreSQL
  • Redis
  • AWS

Challenge

Consolidate several legacy booking systems and integrate payment providers including Klarna, at high transaction volumes across regions.

Solution

A unified FastAPI backend on microservices, with payment orchestration and real-time inventory across every sales channel.

40%Faster checkout
99.9%Uptime
3×Transaction capacity
Research & Intelligence

Real-time data pipeline & analytics

Event processing for cyber intelligence and research data analysis.

  • PySpark
  • Kafka
  • Elasticsearch
  • spaCy
  • Docker

Challenge

Millions of events a day from many sources, needing real-time analysis, sentiment detection and intelligence extraction with minimal latency.

Solution

Kafka streaming with PySpark processing, custom NLP models for sentiment, and Elasticsearch for fast querying and visualisation.

10M+Events per day
<100msLatency
85%Analysis accuracy
Digital Transformation

Legacy system modernisation

A full platform overhaul for a financial services company moving to cloud-native.

  • .NET
  • Azure
  • Kubernetes
  • Terraform
  • GitHub Actions

Challenge

A 15-year-old monolith handling sensitive financial data had to be modernised with strict compliance and no downtime.

Solution

A strangler-fig migration to microservices, a full API layer, containerised workloads and solid CI/CD pipelines.

60%Cost reduction
ZeroDowntime
5×Faster deploys
Stack

Tools we trust

Languages
Python, C#, JavaScript, TypeScript
Frameworks
FastAPI, Flask, .NET, NestJS, React
Data & AI
PySpark, Kafka, TensorFlow, YOLO, spaCy
Agents
MCP, LangGraph, Langfuse
Databases
PostgreSQL, MongoDB, Redis, Elasticsearch
Cloud & DevOps
AWS, Azure, Docker, Kubernetes, Terraform
How we work

A small team that leaves you stronger

We've worked with international clients for years, and we work the same way on every project.

Global experience

We collaborate with cross-cultural teams across time zones and deliver for clients in several countries.

Production-ready

Our code runs in production, with proper testing, monitoring and documentation.

Full-stack capability

From ML models to cloud infrastructure, we handle the complete technical picture.

Knowledge transfer

We mentor your team and share what we know, so your organisation keeps the expertise.

Contact

Let's grow something together.

Whether you need a data pipeline, an AI solution or a complete backend, tell us what you're working on.

Email
Studio Kakanj, Bosnia and Herzegovina
LinkedIn
Write to us →