What we Do
From strategy to production, we help companies put AI to work with dedicated agents, modernized code and integrations that fit the way they already operate.
Custom AI Agents
Agents built for one job and built to do it reliably. We design, build and deploy agents that handle real business tasks from start to finish.
- Task-specific agents with tools and memory
- Integration with your APIs and data
- Guardrails, monitoring and human-in-the-loop
Code Modernization
Use AI to speed up the modernization of legacy codebases: refactoring, migrations, test coverage and documentation, with engineers reviewing every change.
- Framework and language migrations
- Automated refactoring and test generation
- Documentation for undocumented systems
AI Integration
Add AI features to your existing products and internal tools, from the first prototype to production, without rewriting your stack.
- LLM features in existing applications
- Model selection and cost optimization
- Production-ready deployment
AI Audit & Strategy
Find out where AI will pay off before you invest. We assess your processes, data and team, then deliver a prioritized roadmap.
- AI readiness assessment
- Use-case discovery and prioritization
- Roadmap with ROI estimates
RAG & Integrations (MCP)
Connect AI to your company knowledge and systems. Assistants answer from your documents, and agents act on your tools through MCP.
- Knowledge bases over docs, wikis and CRMs
- Custom MCP servers for internal systems
- Search quality evaluation
Training & Workshops
Hands-on workshops that help your engineers work effectively with AI coding assistants and agents in their daily work.
- AI-assisted development (Claude Code, Cursor)
- Prompt and context engineering
- Building and operating agents
How we Work
A short path from idea to production, with a working result at every stage.
Discovery
We map your processes, data and goals to find the use cases with the best return.
Prototype
A working proof of concept on your data, so you can judge the results early.
Build & Integrate
A production-grade build, integrated with your systems, with tests and monitoring.
Handover & Training
Documentation, training for your team and ongoing support after launch.
Featured Projects
The libraries and agents we build in-house and use in client engagements.
AgentAI
smart_toyAgentAI simplifies building AI agents in Rust. One interface for OpenAI, Anthropic, Gemini, Ollama and other OpenAI-compatible APIs, with custom tools, MCP server support and typed structured output.
AutoVideo
movieAutoVideo is an AI agent that automates video production from start to finish. It plans the script, generates the visuals and voice-over with AI models, and assembles them into a finished video.
Let's talk about your AI project
Tell us about your project and we will help you find where AI fits in your business.