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From Vibe to Live: How to Build and Deploy Agentic AI Products for Enterprises

GenAI & Data

Rafael Pierre guides participants through the complete lifecycle of building production-ready agentic AI systems for enterprise banking. Drawing from a live pilot deployment using OpenAI Agents SDK and Phoenix Arize, this workshop demystifies multi-agent orchestration, observability strategies, and deployment patterns. Attendees will architect a conversational loan application system, implement agent coordination, and establish monitoring frameworks that satisfy enterprise requirements. This technical session bridges the gap between proof-of-concept demos and scalable production systems through real-world banking use cases.

Time & Place

October 30, 2025

13:30 - 15:00

Hôtel Mövenpick Amsterdam City Centre

Matterhorn I

Limited to 45 participants.

Meet Your Intructors

Rafael Pierre

Founder, Principal AI Engineer, weet.ai

Rafael Pierre is a Principal AI Engineer with a rare blend of experience across both AI hyperscalers and enterprise financial institutions. Having held key roles at Hugging Face and Databricks, he has deep expertise in large-scale AI infrastructure and open-source ecosystems. Rafael has also led the implementation of production-grade AI systems at major financial institutions such as ING Bank and ABN Amro, equipping him with practical insights into deploying conversational AI at scale in complex, regulated environments.

He specializes in advanced AI agent architectures, including Model Context Protocol (MCP), OpenAI Agents SDK, and session management systems designed for long-term memory in multi-agent environments. This powerful combination of hyperscaler innovation and real-world enterprise deployment positions Rafael as a unique voice in bridging cutting-edge AI capabilities with practical business outcomes.

What To Expect

Who Is This For?

  • Product Managers & Product Owners

  • AI/ML Engineers & Developers

  • IT Decision Makers & Enterprise Architects

  • Data & Platform Engineers

Pre-Requisites

  • Basic understanding of LLMs and conversational AI

  • Familiarity with API-based development and Python

  • Interest in enterprise software deployment

  • Laptop with ability to run Python applications

What You'll Learn & Do?

  • Architect multi-agent systems effectively

  • Implement enterprise observability patterns

  • Debug agent interactions systematically

  • Design conversation flows strategically

Agenda & Activities

Agenda for this session:

  • Getting Settled - 5 mins

  • Information Session - 40 mins

  • Break - 5 min

  • Individual / Group Exercise - 20 min

  • Q&A/Discussion - 20 min

  • Reflection - 5 min

Prerequisits:

  • Basic understanding of LLMs and conversational AI

  • Familiarity with API-based development and Python

  • OpenAI API Key

  • Laptop with Python 3.13 and Docker installed

  • VSCode

  • Git for cloning starter repository

Registration

In order to register to our workshops you must purchase a Platinum Pass. With the Pass you are eligible to select up to 4 workshops. If you are interested in attending only one workshop you may purchase the Gold Plus Pass.

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