aistack
Book consultation →
Blog · field notes

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.

Schematic infographic showing data flow from a CRM system through an MCP bridge to Claude, with a lock icon symbolising user identity.
CRM and AI

Relatoo CRM and Claude: what a sales rep can do when the data is connected

Relatoo is a Czech CRM that companies actually use. Here is what changes when Claude gets direct access to the data inside the system rather than waiting for an export.

ClaudeMCPCRMRelatoo
July 2026 · 7 min readRead →
Editorial infographic: a vertical checklist of rows, several of them completed in green, beside a circular progress ring that fills as more items are ticked.
AI Regulation

AI Act checklist: are you ready? Questions and answers

A quick AI Act readiness test plus answers to the questions companies most often ask us. Made to share and to print.

AI ActRegulationGovernance
July 2026 · 8 min readRead →
Editorial infographic: source systems on the left, an identity gate with a lock and a human-oversight node in the centre, and an audit ledger on the right whose rows fill in one by one.
AI Regulation

Getting AI Act ready: a practical implementation plan for companies

Six steps from an AI inventory to human oversight and an audit trail. Concretely what you must do yourself, and where the right infrastructure does half the work for you.

AI ActRegulationGovernance
July 2026 · 13 min readRead →
Editorial infographic: a central four-tier risk pyramid with an amber apex, two blue bands and a green base, and on the left a stream of AI systems flowing through a classification gate.
AI Regulation

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.

AI ActRegulationGovernance
July 2026 · 17 min readRead →
Schematic infographic showing the data flow from company systems through an MCP bridge into a Claude assistant on a dark background.
Enterprise AI Infrastructure

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.

ClaudeMCPcompany data
July 2026 · 7 min readRead →
Schematic infographic: left a stylised company database, centre an MCP server as a luminous conduit with an identity lock badge, right Claude receiving scoped data from business systems.
MCP and Claude

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.

ClaudeMCPintegration
July 2026 · 7 min readRead →
Schematic infographic showing data flow from an order system through an MCP bridge into Pohoda accounting software, with a lock icon signalling user-scoped permissions.
Automated Invoicing

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.

ClaudeMCPInvoicing
July 2026 · 7 min readRead →
Schematic infographic of document flow: left a stylised stack of invoices, centre an MCP bridge with an identity lock icon, right an accounts ledger with the latest row highlighted in green.
Accounting and AI

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.

ClaudeMCPaccounting
July 2026 · 7 min readRead →
Infographic showing data flowing from the Pohoda accounting system through an MCP bridge with Claude to a user response on screen.
Data connection

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.

ClaudeMCPPohodaaccounting
July 2026 · 7 min readRead →
Schematic infographic of three MCP servers connecting Claude to a CRM, warehouse system, and accounting on a dark background.
MCP in practice

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.

ClaudeMCPReal-world examples
July 2026 · 7 min readRead →