AI automation and practical AI training
for businesses

We build AI agents and automated workflows, and deliver practical AI training for employees. Every solution is shaped around real tasks and the way your organisation works.

Services

What can be automated?

An AI agent does more than answer questions. It finds data, works across systems, prepares tasks and asks for human approval where necessary.

See the GitLab ticket and review workflow

processing incoming emails and quote requests

summarising documents and extracting data

updating CRM records and preparing next steps

creating reports, management summaries and exception lists

refining tickets, implementation planning and code review support

searching internal knowledge bases and drafting answers

Solutions in practice

Concrete workflows showing how AI connects to business systems, which steps can be automated and where human judgement remains essential.

AI email agent workflow for lead generation

Sales automation

AI email agent for targeted lead generation and CRM updates

An AI email agent for targeted outreach: company research, personalised emails, follow-ups and a controlled handover to sales.

  • Personalised outreach prepared from each target company's website
  • Sending via Gmail, HubSpot status updates and controlled follow-up
  • Reply handling, meeting coordination and handover to sales
Explore the workflow
Invoice processing workflow with accountant oversight

Finance automation

AI-powered invoice processing with accountant oversight

An AI agent that rapidly prepares data from handwritten, international and Hungarian electronic invoices, while an accountant retains control.

  • Extracting data from handwritten and international invoices
  • Automatic processing of Hungarian e-invoices and NAV XML
  • Flagging uncertain fields for an accountant's approval
Explore the workflow
Multi-agent GitLab development workflow

Real case study

Case study: AI agents across the GitLab ticket lifecycle

An anonymised, production multi-agent GitLab workflow for ticket grooming, implementation and merge-request review.

  • A grooming agent identifies missing information and acceptance criteria
  • An implementation agent prepares a technical plan and code changes
  • A review agent checks the merge request against the ticket's goals
Read the case study

Benefits

Our solutions address specific business problems. They can be introduced quickly, remain cost-effective and deliver measurable outcomes.

Language intelligence

Natural communication across languages, including Hungarian

Measurable outcomes

Demonstrable savings and efficiency improvements

Multimodal processing

Analyse text, images and audio to solve complex problems

Reliable protection

Robust data-handling controls for confidential information

Intelligent knowledge systems

Knowledge systems built on company data and expert sources

Rapid responses

Fast support without unnecessary waiting

Straightforward integration

Designed to work with existing systems

Customisable by design

Solutions optimised for your business and industry

How it works

Our transparent, structured process keeps the AI solution aligned with your organisation's goals and focused on tangible business value.

01

Discovery

We map your organisation's challenges and opportunities, identifying where AI can create genuine competitive advantage.

02

Design

We create an AI strategy and solution plan tailored to your needs, balancing technical innovation with concrete business goals.

03

Development

We build the AI agent around your processes and refine it through close collaboration and continuous feedback.

04

Integration

We integrate the completed solution into your existing environment and provide the training and support needed for lasting adoption.

Contact

Talk to us

Have a process that could benefit from AI or a team that needs practical training? Complete the form and we will get back to you shortly.

Book a 30-minute AI discovery call

We review every enquiry and reply within 24 hours. We currently take on a limited number of automation projects.

Ready to improve how your business works?

Talk to us about how a controlled, tailored AI solution could improve your organisation's everyday work.