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Log everything AI does

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🚀 From Assistants to Agents: the new era of AI in business
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AI is making a massive leap: we are moving from assistants that only report to agents that act, make decisions, and collaborate across systems. This evolution promises speed and efficiency… but also demands governance, traceability, and trust.

🔍 What’s happening?
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  • 🤖 AI Agents: systems capable of understanding intent, planning steps, learning from context, and executing actions via APIs and services.
  • 🕸️ Agentic AI: the ecosystem where multiple agents collaborate with each other and with enterprise systems.
  • 🛠️ Hybrid SDLC: humans + agents co-creating software. Developers shift from “doing” to designing, supervising, and orchestrating.
  • 🔐 The big challenge: ensuring transparency, auditability, and regulatory compliance as agents gain autonomy.
  • 🗂️ The solution: a System of Record for agents, logging decisions, actions, assets, and behaviors.

🧩 Explained in a few words
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  • Imagine that before AI was like a GPS: it told you where to go.
  • Now it is turning into an autonomous driver: it understands the destination, plans the route, makes real-time decisions, and executes actions without you having to intervene.
  • To make this safe, we need a “black box” that logs everything it does, just like on an airplane.

More information at the link 👇

More in the following external reference.
Also published on LinkedIn.
Juan Pedro Bretti Mandarano
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Juan Pedro Bretti Mandarano