AI engineering and automation
AI features, integrations and automation built into real software — with the same engineering discipline as any other production code.
When to call us
Typical requests
- You want to add AI features to an existing product.
- Repetitive business processes could be automated.
- You need a prototype to test an idea before investing in it.
- You are experimenting with AI agents and need an engineering foundation.
In-house project
Multi-agent dev tools
We build our own developer tools based on role-based AI agents. The tool is in alpha and already used in our daily work, refined as real usage shows what is needed.
Scope
What’s included
Integration
- Integration with AI APIs and models
- AI features in existing software systems
Agents
- Multi-agent systems
- Agent roles and interaction
Automation
- AI-assisted business process automation
Prototypes
- Proof-of-concept solutions
- Technical feasibility checks
Process
How it works
Define
Clarify the task, data and success criteria.
Prototype
Build the smallest version that proves or disproves the idea.
Evaluate
Check quality, cost and limitations honestly.
Integrate
Bring what works into your product properly.
Deliverables
What you get
- A working prototype or integrated feature
- An honest assessment of quality, cost and limitations
- A clear path from prototype to production
FAQ
Frequently asked questions
What is the difference between a prototype and production?
A prototype proves an idea; production needs reliability, security, monitoring and cost control. We are explicit about which one you are getting.
Which AI models do you use?
It depends on the task, quality requirements, cost and data constraints. We integrate with major AI APIs and choose per project.
How is pricing determined?
Pricing is on request and depends on scope. Project-based work, consulting and contract engagements are all possible — describe the task and we will propose a format.
Have an AI idea to test?
Describe the situation in a few sentences. We reply by email, usually within two business days. Pricing on request.
Explore an AI idea