A forward deployed engineer is a software engineer who works inside the customer’s team and systems, and stays until the software does real work there. The job title is suddenly everywhere. This guide explains what the role is, where it comes from, why AI made it spread, and what it means for a company that...
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AI automation means giving routine work to software that can read, decide within your rules, and act. Start with work that repeats often, follows a known pattern and is not too complex. Every team has work that nobody should do by hand: the weekly export, the follow-up email, the report that is copied from three...
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The question of agentic AI vs generative AI has a short answer. Generative AI makes something when you ask: a text, a summary, an image. Agentic AI does a task for you: it takes several steps, uses your tools, and comes back with the work done. This guide shows the difference with one everyday task,...
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If your people use AI at work in the EU, then in our reading EU AI Act Article 4 probably applies to your company. It is the article on AI literacy, and it was amended in July 2026. This guide explains what the article says now, who it covers, and what a sensible company does...
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Your leadership team has agreed to roll out AI across the company. Now someone has to pick the tool, and the choice is usually ChatGPT Enterprise vs Claude Enterprise. Both are good. They differ in how they are priced, where your data can be stored, and how you control them. This guide compares the two...
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Your company bought Claude for a few teams. People use it to rewrite an email or summarise a document. That is useful, and it is a small part of what the tool can do. Claude for business pays off when it works inside your systems, on the tasks your teams repeat every week. This guide...
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Claude Code Enterprise is not a product of its own. It is Claude Code, Anthropic’s tool for software work, on the Claude Enterprise plan. On new plans, the tool comes with the seat, and every token it uses is billed. Before your engineers use it, decide five things: permissions, repositories and secrets, review, provenance and...
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Claude Cowork is the option next to Chat in Claude’s message box that does more than answer: Claude opens the files you choose, completes a task in several steps and returns the finished result. On Team and Enterprise plans, everyone with a seat already has it, unless an owner changed the setting. The name will...
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An AI governance framework is the set of rules that say which AI tools your people may use, with which data, and who approves what. In a company of 200 to 2,000 people, it can be five decisions, written on one page, made once. On a normal Tuesday, someone in your company pastes a customer...
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To choose an AI consultant, ask seven questions before you sign. They cover what will be working on your systems at the end, how a use case gets a number, who does the work and where, what happens to the work if you stop, how your data and rules are handled, how your people learn,...
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