
What AI agents actually do for a business in 2026, and what not
In 2026 AI agents run support, back office, sales ops and code, with people on exceptions. What works, where they fail and how to start in 30 days.
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Long-form articles for CEOs, founders and investors. Plain language, real figures, sources you can check, and the operator's view on what to do about it.

In 2026 AI agents run support, back office, sales ops and code, with people on exceptions. What works, where they fail and how to start in 30 days.
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A one-person unicorn is a tiny team's company that reaches €1M+ ARR with AI agents, a shared platform and automation. How it works and where it breaks.
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SaaS is not dead, predefined workflows are. Infrastructure SaaS survives, per-seat pricing fades and ephemeral software rises. What a founder must do now.
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Choose an AI model by task: frontier for judgement, mid-tier for volume, open-weight or local for privacy and EU residency. 2026 prices and framework.
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The Model Context Protocol (MCP) is the open standard that connects AI agents to your CRM, ERP, email and databases with 1 connector. What a CEO must ask.
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Generative Engine Optimization (GEO) is how you get AI engines to cite your company. What they actually quote, how it differs from SEO and a checklist.
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AI in operations pays first in support, code and the back office. Realistic ranges for ticket deflection, time saved and cost per resolution, with sources.
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SaaS metrics every CEO must know, each defined in 1 sentence, with 2026 benchmarks (median NRR 102%, CAC payback 16 months) and the 5 mistakes boards make.
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The EU AI Act for SMEs in September 2026: bans since 2025, transparency since August 2026, high-risk duties delayed to December 2027, and what to do now.
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Vibe coding is building software by describing it to an AI. What non-technical founders can build with Claude Code, Cursor or Lovable, and the risks.
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