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AI in practice · Article

From idea to financial product in a few hours: two new cel_agents videos

Adriano Meirinho 1 min read
Hand holding a phone with a financial app open

Celcoin published two short videos about cel_agents, each about 30 seconds long. They capture well what we are building: a faster way to get a financial product off the drawing board.

▶ Watch: https://www.youtube.com/watch?v=zroA7USuaAA

The first video starts from a situation I know well. Everyone who works on financial products can picture the ideal experience for their customers. The hard part has always been turning that idea into a real product. With cel_agents, intent becomes product in a few hours. Engineering and product work from the same definition, with ready-made, customizable journeys, from configuration through implementation.

▶ Watch: https://www.youtube.com/watch?v=86hHjYx4bsQ

The second video shows the path from planning to production. You choose the journey, and our agents provision the sandbox, create an MCP endpoint, generate the code, design the journey, and connect everything to Celcoin’s infrastructure. It all happens in natural language, via MCP. You create the experience, and cel_agents builds the rest.

The two videos complete what we discussed on the cel_agents podcast. There, with Rafael Zigart and Gabriel Zaninotti, we go deeper into how AI brings Product, Design, and Engineering closer and how the platform works behind the prompt. The episodes and videos are gathered on the cel_agents page, and more on the platform is at celcoin.ai.

Every week I share here how we are using AI to build financial products.

Author

Adriano Meirinho · Co-founder & CAIO (Chief AI Officer) at Celcoin. About