Notes from the inside of real AI infrastructure.
What we ship for customers, what works, what does not, and the patterns we keep seeing across enterprise teams adopting Claude.
The EU AI Act: a complete guide to Europe’s AI rules for companies
Why it passed, what it actually requires, and what it means for your company. A current overview, including the deferral of the high-risk rules that took effect this week.
An AI assistant for your company: connecting it to your own data
A generic chatbot knows nothing about your prices, contracts, or internal processes. An AI assistant built on your own data is a different class of tool.
MCP server for Claude: what it is and how a company uses it
An MCP server is the bridge between Claude and the data your company already has. This article explains how it works, what it does, and why it matters even to people who never write code.
Automatic invoices without manual entry: how it works in practice
Order received, invoice issued within two minutes, record straight into Pohoda. No retyping, no waiting for the accountant.
AI in accounting: where to start when you are not willing to experiment on live data
Companies are right to be cautious about AI in accounting. This article shows which tasks are safe for a first step and how Claude handles them without access to things that are not its business.
Pohoda and Claude: ask in Czech, get the number in a second
Instead of clicking through menus and exporting to Excel, you ask Claude a question and get the figure straight from Pohoda. No helpdesk, no waiting.
MCP server: three concrete examples of how Czech companies use it today
An MCP server is not a technical acronym for the IT department. It is a bridge that gives Claude access to your CRM, warehouse, or accounting system. Here are three examples that make sense immediately.
Pohoda connected to your e-shop: orders, stock and invoicing in one place
Every order from your e-shop ends up copied by hand into Pohoda. An MCP server removes that step entirely.
MCP server: what it is and three real-world examples
An MCP server is a small bridge between Claude and a system your company already uses. We explain the concept through three practical examples: invoicing, CRM, and company documents.
MCP server and Azure DevOps: sprint status and builds directly in Claude
A development team stops switching between Azure DevOps and their chat window when Claude can ask about pipeline status or open work items itself. An MCP server is the bridge that makes it possible, without sharing credentials.