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AI Skills for SMEs
Three-part series — which capabilities it takes, how to test them and how to build them systematically
Topic cluster
How SMEs turn AI agents, multi-agent setups, and prompt engineering into concrete leverage — without losing themselves in the hype.
This cluster bundles our articles on AI agents, mail and marketing automation, multi-agent systems (MAS), prompt engineering, and AI-powered data analysis. Path: from understanding what is economically worthwhile, through concrete setups, to the question of when a synthetic influencer brings more backlash than reach.
Multi-part series that work a topic through end to end.

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Three-part series — which capabilities it takes, how to test them and how to build them systematically
All articles in this cluster, sorted by publication date.
AI agents can research, use systems and increasingly act on their own. But is your company ready for them? A hands-on readiness check for processes, data, website, security and governance.
Read articleWhere Swiss SME budgets end, the interesting AI-powered influencer setup begins: realistic targeting, co-creation over broadcast, clear ethics guardrails. What works, what doesn't, what poses reputation risks — and which tools you actually need.
Read articleFive building blocks, seven strategies, one 2026 model matrix — plus concrete templates for email, sales, and AI-agent setups. End of output that sounds like a marketing intern: how to prompt AI so the answers are immediately usable.
Read articleCase 3 of the series — track and report social, SEA and SEO automatically: GA4, Google Ads, Meta, Search Console in a multi-agent stack.
Read articleCase 2 — collect, analyse and report data without a data scientist: HubSpot, Pipedrive, n8n, LangGraph as a coherent sales stack for SMEs.
Read articleCase 1 of the series — step-by-step setup with Gemini, Copilot or n8n: triage, drafts and follow-up automation without a data scientist.
Read articleFour hands-on posts on multi-agent systems for Swiss SMEs — with real setups (n8n, Gemini, Copilot, LangGraph).
Read articleRegression, clustering, time-series — sounds technical, but is more accessible than you think. With ChatGPT Code Interpreter and AI agents.
Read articleClassic marketing-automation tools compared, plus how AI agents are reshaping automation in 2026. A practical selection guide for SMEs.
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