# From AI demos to real work: How Engineering and Operations learn side by side

DevFeed: [From AI demos to real work: How Engineering and Operations learn side by side](<https://devfeed.tech/articles/from-ai-demos-to-real-work-how-engineering-and-operations-learn-side-by-side-38848.md>)

Original publisher: [Read original article](<https://building.nubank.com/from-ai-demos-to-real-work-how-engineering-and-operations-learn-side-by-side/>)

Author: Nubank Editorial

Published: 2026-09-14T16:28:23Z

Content type: article

Language: en

Sources: [Nubank](<https://devfeed.tech/sources/nubank.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Generative AI](<https://devfeed.tech/topics/generative-ai.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-research](<https://devfeed.tech/tags/ai-research.md>), [applied-ai](<https://devfeed.tech/tags/applied-ai.md>), [data-science-machine-learning](<https://devfeed.tech/tags/data-science-machine-learning.md>), [development](<https://devfeed.tech/tags/development.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [mcps](<https://devfeed.tech/tags/mcps.md>)

## AI overview

This article describes Nubank's Ops AI Acceleration Program and an applied AI workshop with PJ Operations. The workshop combined foundational technical concepts about generative AI, agents, models, tools, context, skills, and MCPs with a real operational challenge to connect engineering knowledge with operational expertise.

## Source excerpt

Building shared technical understanding so operational expertise can turn AI into practical improvements The post From AI demos to real work: How Engineering and Operations learn side by side appeared first on Building Nubank.