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AI & automation

AI that works for your business

We implement AI where it delivers measurable results - not just for the wow effect.

Practical AI

Artificial intelligence where it makes sense

We deploy AI in processes that generate repetitive work - not for demo effect.

We analyze where time is lost: inquiry handling, document classification, reporting, internal support. Only then do we design a solution - chatbot, assistant, document pipeline, or workflow automation.

We focus on data security, model control, and measurable KPIs - e.g. shorter handling time or fewer manual errors.

  • AI assistants for internal teams
  • Chatbots with company and product knowledge
  • Analysis and extraction from PDF/Excel documents
  • Automated reports and summaries

Automation and n8n

Advanced AI workflows with n8n and integrations

We connect language models to business processes through proven automation tools - not just a chat window in the browser.

We build scenarios in n8n and similar platforms that tie CRM, ERP, mailboxes, APIs, and LLM models into one predictable chain: trigger, validation, AI, action - with full logging and manual escalation when needed.

We deploy AI agents, RAG on company documents, ticket classification, response generation with quality control, and automatic notifications. All with security policy, step auditing, and API cost control in mind.

  • Process orchestration in n8n (self-hosted or cloud)
  • Integration with OpenAI, Claude, and open-source models
  • RAG - AI answers based on your documentation
  • Webhooks, queues, schedules, and retries on failure
  • Monitoring of token costs and output quality
  • Connecting AI with CRM, ERP, Slack, email, and custom APIs
Explore our n8n offering

Tools

AI and automation stack

Platforms we connect into production AI and workflow scenarios.

  • n8n
    n8n
  • OpenAI
    OpenAI
  • Python
    Python
  • Node.js
    Node.js
  • Docker
    Docker
  • PostgreSQL
    PostgreSQL
  • Redis
    Redis
  • Jira
    Jira
  • Freshdesk
    Freshdesk

AI & automation

AI with real business value

AI delivers the most value when it's connected to a real process inside your company.

We design solutions that help teams make decisions faster, reduce manual work, and make better use of data the company already has. We don't sell magic - we implement tools that genuinely save time.

Let's talk about AI in your business
AI assistantsn8n automationChatbotsDocument analysisAutomated reportingAI integration with CRM/ERPCustomer supportRepetitive task automationQuery classificationData analysisInternal knowledge searchSummary generationWorkflow optimization

Capabilities

What we can automate with AI

Example scenarios we deploy for clients.

Inquiry handling

AI chatbots and assistants answer customer and employee questions based on your knowledge - 24/7, in a consistent tone, with control over answer sources.

  • Inquiry handling on the website, in a panel, or via email
  • Knowledge base built from docs, FAQ, and internal procedures
  • Escalation to a human when the AI is not confident
  • Monitoring of answer quality and API costs

Documents

Data extraction from invoices, contracts, and forms - no manual retyping.

Reporting

Automatic summaries and reports from multiple data sources.

Classification

Tagging emails, tickets, and requests - faster routing to the right person.

Company knowledge

Knowledge bases from internal docs - answers based on your data.

Workflow

Automatic actions when conditions are met - notifications, statuses, and integrations, including via n8n.

Implementation

From proof of concept to production

We start small, validate impact, and scale only what works.

  1. 1

    Pilot with clear success metrics

  2. 2

    Integration with existing systems

  3. 3

    Monitoring of response quality and API costs

  4. 4

    Team training and documentation

FAQ - AI

Questions about AI and automation

Addressing concerns before deploying artificial intelligence.

We design architecture around your security policy - private deployments, prompt control, and limiting data sent to models.

A typical pilot is 4–8 weeks - from process analysis to a working solution with measurable results.

That's not the goal. We automate repetitive work so people can focus on decisions, relationships, and tasks that need context.

Let's build technology that makes a difference

Tell us what you want to improve, automate, or build. We'll help turn your idea into a stable solution with business, technical, and cost sense.

Let's talk about your projectEmail us