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Mohamed BellouchMohamed Bellouch

Agents

Agentic AI systems

Most companies do not need another chatbot. They need an agent with a defined job: read the right context, take approved actions across business tools, document what it did, and escalate exceptions to a person. I design those systems around a measurable workflow and clear guardrails.

What a focused first system can deliver

  • Lead research, qualification, CRM updates, and follow-up
  • Document intake, extraction, validation, and routing
  • Support and operations agents grounded in your knowledge
  • Human approval, audit trails, and recovery paths
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