01 / 03
The agent
One goal, a set of tools, the freedom to choose the steps. It is the digital colleague that opens the management system, reads the attachment and writes the line.
52%of executives at companies using generative AI already run agents in production.
Google Cloud, The ROI of AI, 2025
02 / 03
The orchestration
A narrow perimeter for each agent, a supervisor that assigns and checks. This is where you see who can build these systems and who cannot.
+90.2%on an internal research eval: a multi-agent system against a single agent.
Anthropic, June 2025
03 / 03
Guardrails and permissions
What each agent can read, what it can touch, when it has to stop and ask. Written before the system touches anything.
97%of companies breached through AI apps lacked AI access controls.
IBM, Cost of a Data Breach, 2025