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The tag view groups articles by a concrete operational problem or implementation type, without exposing hundreds of raw frontmatter labels.

Fakturownia and KSeF: how to set up the integration step by step

Fakturownia has its own integration with KSeF, Poland's national e-invoicing system: you turn on the add-on, choose automatic or manual authentication with certificates, decide who sends invoices and set up the receipt of purchase invoices. Extra automation makes sense only after an invoice arrives, for describing and coding it. At Syntalith the automation costs from €3,000 net, and at 1,000 purchase invoices a month of 3 minutes each it pays back in 2.3 months.

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Automation in sales and inventory software: the vendor's module or your own integration

Simple automations in sales and inventory software, such as an order notification or a scheduled report, are often handled by the vendor's module. You check its price in the vendor's price list and count the setup separately. Your own AI integration makes sense when orders arrive as free text in email. At Syntalith it costs from €3,000 net and pays back in 2 months at 600 orders a month.

Guides

What Can an AI Agent Do on Your Behalf? Practical Examples

An AI agent acting on your behalf gathers data, prepares a file, fills in a form or carries out an approved operation once it has technical access to the tools and clear limits. A risky step waits for your approval. With 40 offer comparisons a month you get back about 6.7 hours, while with 300 tasks at 10 minutes each your own agent leaves €1,413 a month after the server, the model and maintenance.

AI agents OpenClaw Guides

An AI Agent Drafts a Quote from a New Enquiry: Data and Approval

After a new enquiry, an AI agent prepares a draft quote: it reads the line items, matches them to the catalogue, takes prices from the approved price list, works out discounts and totals by rule and lists the gaps. The salesperson approves a specific version before it is sent. The agent costs from €3,000 net at Syntalith and, with 200 requests for quotes a month at 20 minutes each, pays back in 2.2 months.

AI agents Sales Guides

ChatGPT Space and Pages for Business: Access and a First Workflow

ChatGPT Space organises a team's files and pages, and Pages are shared documents that people and their assistants work on. OpenAI announced them for Pro, Business and Enterprise. Settle access first: a file uploaded to a page inherits its permissions, and a summary from an outside document is visible to everyone the page is shared with. For 6 people the rollout pays back in 0.9 months.

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ChatGPT Team Tasks: A Weekly Report with Sources and Review

Team Tasks in ChatGPT let a team keep shared recurring tasks, for example the Friday project report. Most of the work before launch concerns the sources, the account that runs the task and the definition of the period. The report is useful when it covers the right week and shows what is missing. Five weekly reports cut from 2 hours to 40 minutes of checking save 26.7 hours a month.

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Migrating to Claude Sonnet 5.5: Thinking, Tools and API Errors

Changing the model name to Claude Sonnet 5.5 can end in a 400 error or an interface that goes silent between tool calls. The model changes the request parameters and the shape of the response: custom temperature, top_p and top_k give an error, and text between tools may come back as thinking. A test on 200 cases costs about $4, and the engineer's time is the biggest cost of the migration.

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Codex Cloud for Business: Repositories, Secrets and Team Setup

Codex Cloud works on a task while the developer's computer is off, but it needs a prepared environment: the right version of the code, the dependencies and access to services. Without it, the agent spends its time on installation in place of the task. Codex is in the ChatGPT Business plan, so the cost is preparing the repository and the review. At 20 tasks a month the team gets back about €1,047.

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DeepSeek Harness Explained: Agent Tasks, Files and Business Data

DeepSeek Harness is DeepSeek's open agent environment in worldwide public preview, with work on files, code, search and background tasks, and a plugin architecture. A local app does not settle where data goes: the model, search and plugins may process files elsewhere. In a trial on 60 document comparisons a month, at 25 minutes by hand and 8 with checking, you get back 17 hours.

AI agents GDPR Guides

GitHub Copilot on 22 October 2026: Review the Default Policy

From 22 October 2026 the default availability of GitHub Copilot Business and Enterprise features changes. Settings explicitly switched on or off are kept, and preview features still need consent. The change concerns eligible generally available features in the Unconfigured state, including the Code Review and MCP server policies. Check which features are in that state.

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GitHub Copilot MCP and Code Review: Set Team Permissions

GitHub Copilot can fetch a ticket description or documentation through MCP and use them in a code review. GitHub warns, however, that MCP tools in the cloud agent and code review work autonomously, without asking for approval before each call. So allow specific read-only tools, and settle the organisation policy, the repository configuration and the server account's permissions separately.

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MCP Events for Business: From a New Request to Agent Work

MCP Events tell an automation that something happened in a connected app, for example a new ticket was created. The agent then gathers the documents and prepares a handling plan before an employee opens the inbox. The integration has to handle duplicates, retries and permissions. At Syntalith an automation costs from €3,000 net, and with 1,000 tickets a month at 6 minutes each it pays back in 1.2 months.

AI agents Guides

Meta Muse Explained: Features and Availability in Poland

Muse is Meta's AI agent for personal use: it works with connected services and the browser, runs in the background and returns with a result or a request for consent. As of 22 October 2026 it runs in the US and Canada, with no date for Europe. In the EU, your own agent on Hermes or OpenClaw costs about €332 a month in our scenario, and a team agent from Syntalith from €3,000 net.

AI agents OpenClaw Guides

OpenAI dots: What They Do and Availability in Poland

OpenAI dots are agents that work in the background in ChatGPT. Each has its own cloud computer, uses connected apps and remembers context between conversations. In Poland and the rest of the EU, dots work on the ChatGPT Business Premium plan, at $100 per person a month with annual billing, and as a beta in Enterprise. On the Pro plan OpenAI excludes the European Economic Area.

AI agents Guides

Will an AI Agent Buy the Right Variant in Your Shopify Store?

An AI agent buys the right variant when the product page describes the features, the unit and the availability without ambiguity. The test checks seven cases, from two near-identical variants to an interrupted purchase. In a scenario of 500 orders placed by agents with 3% wrong variants, the store loses €472.50 a month on returns.

E-commerce Guides

Shopify WebMCP: How an AI Agent Assists with Checkout

From 28 September 2026, Shopify gives agents in the browser four WebMCP tools for checkout: reading the state, updating fields, placing the order after the buyer confirms and returning to the store. They work with no setup by the merchant, and the store stays responsible for the product data the agent reads earlier.

AI agents E-commerce Guides

AI training request for proposal: a ChatGPT and Claude brief

A request saying „please quote AI training for 20 people” tells the vendor how many participants there are, but not what they should learn. Describe the work the team should do after the sessions, and ask for separate prices for preparation, the workshop and further sessions. Add the team's time: 8 people at a six-hour workshop cost €1,675. Training at Syntalith costs from €1,150 net a day.

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Rolling out ChatGPT Business: a practical team plan

A ChatGPT Business rollout ends with a working routine. Each employee knows which tasks to use AI for and which data they may use, and an administrator grants and removes access. At Syntalith the package for 10 people costs from €1,150 net. A Standard seat costs $25 a month. With 1.5 hours saved per person a week, the rollout pays back in 0.6 months.

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ChatGPT and company knowledge: implementing document access

ChatGPT can answer employees from company documents and name the source. Start with the questions of one team and documents that have an owner. Check whose permissions the connection uses, and test the answers on employees' accounts. A ChatGPT Business licence costs $20 per person with annual billing, and a rollout for a team of up to 10 people from €1,150 net.

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ChatGPT for customer support: a rollout for support staff

ChatGPT in customer service prepares a reply draft for the support agent from the ticket history and the company procedure, with a list of things to check before sending. At 800 tickets a month, cutting handling from 10 to 7 minutes gives 32 hours after deducting 8 hours of quality checks. At Syntalith a rollout for a team of up to 10 people costs from €1,150 net and pays back in 1.1 months.

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