AI for companies, in plain language
Practical articles on adopting AI in companies: compliance, AI literacy, prompt engineering and automation.
What is Cloudflare Clef? The open-weight decision model explained
Cloudflare Clef returns a probability for each allowed answer instead of free-form text. The noul, choice and score question types, a support-triage example, how it relates to Jev, and the limits to check first.
Claude Code / CustomizationWhat are Claude mods, and what can they do in Claude Code?
A Claude mod is a plugin that changes how Claude Code looks and behaves. What mods can do, how they differ from skills, settings hooks and MCP servers, where they run, and what to check before you install one.
AI Agents / Plain GuideWhat is an AI agent, and how is it different from a chatbot?
An AI agent decides its own next steps toward a goal; a chatbot is a conversational interface. The practical difference, a plain order-support example, and when a company actually needs an agent.
AI Security / Agent RiskWhat is prompt injection, and how can companies protect AI agents?
Prompt injection is when text an AI reads as input makes it act against its operator's intent. Direct vs indirect injection, how it differs from a hallucination, and the layered controls that limit the damage.
AI Models / Decision AIWhat is Jev? TypeSafe AI's structured-decision model explained
TypeSafe AI's Jev returns typed, structured decisions instead of free-form text. Its choice, score and noul primitives, a ticket-routing example, and where it can still be wrong.
AI Basics / FundamentalsWhat is AI? A plain-language definition for companies
The OECD and EU AI Act definition of artificial intelligence, what it means for a system to infer its outputs, and where companies already use it.
Generative AI / FundamentalsWhat is generative AI? How it works and where it helps
How large language models and foundation models actually work, how generative AI differs from older predictive AI, and where it pays off for companies.
AI Reliability / LimitsWhat are AI hallucinations? Why they happen and how to reduce them
Why AI models invent confident wrong answers, a real court case that shows the risk, and the practical steps companies use to reduce it.
AI Governance / ComplianceAI Governance: what it is and how to build it in your company
What AI governance covers and how the three frameworks you will hear about fit together: NIST AI RMF, ISO/IEC 42001 and the EU AI Act.
AI strategy / LeadershipChief AI Officer (CAIO): what the role does and whether you need one
What a CAIO owns, how it differs from the CTO and CIO, and how to decide whether you need a dedicated role or an added responsibility.
EU AI Act / ComplianceEU AI Act: the deadlines that matter for companies (2026)
What already applies, what was deferred by the Digital Omnibus (high-risk moved to December 2027), and what to do now.
AI training / HRAI training for HR teams: what to cover and how to run it
The AI use cases that pay off first for HR, what to cover, and how to keep candidate data and hiring decisions safe.
AI training / FinanceAI training for finance teams: what to cover and how to run it
The AI use cases that pay off first for finance, what to cover, and how to keep data confidential and verify every number.
AI training / MarketingAI training for marketing teams: what to cover and how to run it
The AI use cases that pay off first for marketing, what to cover, and how to keep the brand voice and check claims.
AI training / SalesAI training for sales teams: what to cover and how to run it
The AI use cases that pay off first for sales, what the training should cover, and how to run it on your real pipeline instead of course examples.
AI agents / ClaudeHow to build AI agents with Claude
What an AI agent is, when you actually need one, and how to build one with Claude: tool use, MCP, the Claude Agent SDK, and a seven-step playbook.
AI literacy / EU AI ActAI literacy training for employees: what it is and how to run it
What AI literacy means, whether the EU AI Act requires it, what to cover, and a six-step way to run training that sticks.
AI search / GEOHow to rank in ChatGPT: a GEO and AEO playbook
An 8-step playbook to get your pages cited by ChatGPT, Perplexity and Google AI Overviews: crawler access, answer-first structure, schema, sources and freshness.
AI toolsChatGPT, Claude or Gemini: how to choose for your company
The criteria that actually matter — where the team already works, data, administration and real cost — not which model "writes more nicely".
Cost & budgetHow much does an AI training for companies cost, and why it varies
The factors that move the price, the order of magnitude (no invented numbers), and the questions that let you compare offers fairly.
AI assistantsHow to build an AI assistant for each role in your company
A step-by-step guide: instructions, knowledge sources and testing on real tasks — plus the mistakes that make assistants useless.
EU AI ActEU AI Act: what companies must prove about their employees
Article 4 requires employee AI literacy from February 2025. What it means in practice, what the law does not say, and where to start.