From LLM to Agentic AI: The 4 Stages of AI Evolution in Enterprise
The 4 evolutionary stages of AI, from chatbots and RAG systems to fully autonomous agent teams — and when each system pays off.
Strategy
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Short, honest posts about concrete AI topics for SMEs — no buzzwords, no hype. What works, what doesn't, and what matters during implementation.
The 4 evolutionary stages of AI, from chatbots and RAG systems to fully autonomous agent teams — and when each system pays off.
StrategyNot every support team needs a bot. When automation makes sense — and when it slows the team down instead.
SupportWhat happens when an SME makes internal documents accessible to an AI for the first time — and what can go wrong in the process.
KnowledgePhone bots sound futuristic. In practice, pre-qualification decides — not just voice quality.
PhoneTransparency instead of "it depends" — an honest breakdown of typical project budgets for SMEs.
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