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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: left side shows a stylised company data hub (CRM, mail, documents), centre shows an MCP bridge with a Claude orb and identity lock, right side shows an assistant panel with completed rows highlighted in green.
AI Infrastructure

A personal AI assistant that knows your company

A personal AI assistant is useful. One that sees your orders, emails and CRM without sending your data to a third-party server is a different matter entirely.

ClaudeMCPinfrastructuresecurity
July 2026 · 7 min readRead →
Schematic infographic showing a direct data flow from a CRM system through an identity-scoped MCP bridge into a completed sales report.
Sales and CRM

CRM reporting without exports

A sales report shouldn't come from copying columns out of your CRM into a spreadsheet. When Claude talks directly to your CRM, the overview is ready before the coffee finishes brewing.

ClaudeMCPCRMreporting
July 2026 · 7 min readRead →
Schematic infographic showing data flow from a project order through an MCP bridge with Claude into an issued invoice in an accounting system.
Automated Invoicing

Automated invoicing: how to set it up without coding and what it saves

A company issues dozens of invoices a month. When Claude knows your projects, your price list and your accounting system, it prepares most of them on its own.

ClaudeMCPInvoicing
July 2026 · 7 min readRead →
Schematic infographic showing five isolated company systems on the left, an MCP bridge with an identity lock in the center, and a Claude orb on the right, connected by a luminous data flow.
Data Infrastructure

Company data and AI: where to start so it actually works

Most companies have data scattered across five systems and an AI assistant that sees none of it. This article explains what to connect first and why the order matters.

ClaudeMCPData Integration
July 2026 · 7 min readRead →
Schematic infographic: left a stylised sales rep chat bubble, centre an MCP bridge with Claude orb and identity lock, right a Pohoda invoice panel with a confirmed line item glowing green.
Invoicing

Automatic invoice generation: connecting Pohoda to Claude

Invoices can be issued without manual re-keying. Connect Pohoda to Claude via an MCP server and the document creates itself from a sales rep's plain-text request.

ClaudeMCPPohodainvoicing
July 2026 · 7 min readRead →
Schematic infographic: left a stylised ledger as data source, centre an MCP bridge with Claude orb and identity lock, right a receivables panel with the most recent row glowing green.
Accounting

AI for accounting: what Claude can actually do with your Pohoda data

Your accounting software is full of data. Your AI has no access to it. Connecting Pohoda to Claude via an MCP server means you can just ask about invoices, due dates, and cash flow in plain language.

ClaudeMCPPohodaAccounting
July 2026 · 7 min readRead →
Infographic showing data flowing from projects, CRM and accounting through an MCP bridge into a single manager summary.
Company overview

What's happening in the company: a summary without meetings or reports

Instead of a weekly round of status meetings, the manager asks one question and gets a summary from projects, CRM and finances at once. Claude reads data, not people.

ClaudeMCPmanagement
July 2026 · 7 min readRead →
Infographic showing data flow from a CRM through an MCP bridge into the Pohoda accounting system: payment terms travel automatically without a human intermediary.
Connect your data

Payment terms straight from the CRM, no questions asked

Your accountant no longer waits on the sales team. Claude looks up the agreed terms itself, in the CRM where they already live.

ClaudeMCPCRMinvoicing
July 2026 · 7 min readRead →
Infographic showing the data flow from a PDF invoice through an identity-scoped MCP bridge into an accounting system: stylised document on the left, a luminous blue conduit with a Claude orb and lock badge in the centre, and accounting records with the latest entry highlighted in green on the right.
Finance & Accounting

Invoices that file themselves

Manually retyping received invoices into your accounting system is work that someone at every small company does every month. They don't have to.

ClaudeMCPAccounting
July 2026 · 7 min readRead →
Data-flow diagram: product spec card on the left, MCP bridge in the centre with identity lock, five output formats on the right (web, catalogue, email, social, meta), top row glowing green as completed action.
Skills library

A new product described in five minutes, not five days

Every new product in your e-shop means copy for the website, catalogue, social media and newsletter. We show how Claude takes one technical spec card and assembles all formats at once, straight into the systems the e-shop already uses.

ClaudeMCPSkills libraryMarketingE-shop
July 2026 · 7 min readRead →