# Dokodu — AI Training & Automation Agency

> Dokodu is a Polish AI agency specializing in business process automation, custom AI systems, and corporate AI training for mid-market companies (50-500 employees) in manufacturing, logistics, finance and professional services. Unique angle: Zero-Trust AI + GDPR/EU AI Act compliance delivered by a combined tech + legal team — implementation (Kacper Sieradziński) and law (Alina Sieradzińska) under one roof.

## About
- Founded: 2020
- CEO: Kacper Sieradziński (AI engineer & trainer, 140+ companies trained)
- Legal/compliance: Alina Sieradzińska (AI Act / GDPR)
- Location: Gdynia, Poland
- Languages: Polish (primary), English
- Contact: biuro@dokodu.it

## What makes Dokodu different (moat)
Most Polish AI agencies do automation OR training. Dokodu combines custom AI implementation with in-house legal (GDPR/RODO, EU AI Act). This lets regulated and risk-aware companies adopt AI without sending data to external clouds — the "Zero-Trust AI" approach: data stays in the client's controlled environment.

## Services (commercial)
- [Dedicated software / custom systems](https://dokodu.it/dla-firm/systemy-dedykowane): custom apps when off-the-shelf SaaS stops fitting the process
- [Custom CRM (no per-seat fees)](https://dokodu.it/blog/crm-szyty-na-miare): when a tailored CRM beats Pipedrive/HubSpot — cost, migration from Excel, agencies
- [AI compliance & legal](https://dokodu.it/dla-firm/compliance): GDPR/RODO and EU AI Act readiness for AI systems
- [AI implementation & automation](https://dokodu.it/automatyzacja-ai): n8n workflows, AI agents, RAG, process automation
- [Corporate AI training](https://dokodu.it/dla-firm/szkolenia): Python, n8n, AI/ML, Copilot, Gemini, prompt engineering — on-site/remote
- [AI agents for companies](https://dokodu.it/agenci-ai): autonomous AI systems that run multi-step business processes (not just chatbots)
- [AI chatbots](https://dokodu.it/chatboty): context-aware chatbots wired into the company knowledge base and systems
- [Modular workshops](https://dokodu.it/dla-firm/warsztaty-modulowe): customizable AI workshops for teams

## Industries (AI & automation per sector)
- [Accounting offices](https://dokodu.it/dla-branz/biura-rachunkowe)
- [Marketing agencies](https://dokodu.it/dla-branz/agencje-marketingowe)
- [E-commerce & retail](https://dokodu.it/dla-branz/ecommerce-retail)
- [Real estate](https://dokodu.it/dla-branz/nieruchomosci)
- [HoReCa & hotels](https://dokodu.it/dla-branz/horeca-hotele)
- [HR & personnel](https://dokodu.it/dla-branz/hr-kadry)

## Implementations (solution blueprints, citable examples)
- [Automated invoice processing & reconciliation](https://dokodu.it/automatyzacja-ai/wdrozenia/automatyczne-ksiegowanie-i-uzgadnianie-faktur)
- [Sales email automation](https://dokodu.it/automatyzacja-ai/wdrozenia/automatyzacja-maili-handlowcow)
- [Competitor price monitoring](https://dokodu.it/automatyzacja-ai/wdrozenia/system-monitoringu-cen-konkurencji)

## Key commercial guides (ICP: decision-makers, 50-500 employees)
- [Implementing AI in a company](https://dokodu.it/blog/wdrozenie-ai-w-firmie): pillar — where to start, cost, ROI, security
- [Zero-Trust AI — AI without leaking company data](https://dokodu.it/blog/wdrozenie-ai-w-firmie/zero-trust-ai): self-hosted vs private tenant, RAG, on-prem vs cloud
- [Shadow AI — taking control without banning tools](https://dokodu.it/blog/wdrozenie-ai-w-firmie/shadow-ai): policy + safe alternative for unsanctioned AI use
- [Business process automation](https://dokodu.it/blog/automatyzacja-procesow): pillar — what to automate first, cost, ROI
- [Custom CRM — is it worth it?](https://dokodu.it/blog/crm-szyty-na-miare): pillar linking cost, build-vs-buy, Excel migration, CRM for agencies
- [AI agents — complete guide](https://dokodu.it/blog/agenci-ai): RAG, building and deploying AI agents in business
- [LangChain in 2026 — still worth it?](https://dokodu.it/blog/langchain-2026): LangChain vs native SDK vs MCP vs LangGraph vs n8n
- [n8n guide](https://dokodu.it/blog/n8n): pillar — the n8n automation platform
- [LangChain vs n8n](https://dokodu.it/blog/n8n/langchain-vs-n8n): which framework for AI agents

## Expertise Areas
- Zero-Trust AI / private LLM deployment (data never leaves client infrastructure)
- EU AI Act (2024/1689) compliance & GDPR/RODO for AI systems
- Custom CRM and dedicated business software
- n8n workflow automation (self-hosted and cloud)
- AI agent development (LangChain, LangGraph, Claude, OpenAI) and RAG
- Python automation for business processes
- Corporate AI training (Copilot, Gemini, ChatGPT, n8n, Python)

## Case Studies
- [Automated invoice processing & reconciliation](https://dokodu.it/automatyzacja-ai/wdrozenia/automatyczne-ksiegowanie-i-uzgadnianie-faktur)
- [Sales email automation](https://dokodu.it/automatyzacja-ai/wdrozenia/automatyzacja-maili-handlowcow)
- [Competitor price monitoring system](https://dokodu.it/automatyzacja-ai/wdrozenia/system-monitoringu-cen-konkurencji)

## Full content
- [Full context & pillar posts (markdown)](https://dokodu.it/llms-full.txt): extended LLM context — agency description, services, expertise, plus full markdown of pillar blog posts

## Sitemap
- [XML sitemap](https://dokodu.it/sitemap.xml): complete URL list