# Unlocking the Power of Generative AI with Databricks: Turning Data into 'New Oil' > [!NOTE] Fuente original: [carlosluengo.com](https://carlosluengo.com/posts/unlocking-generative-ai-with-databricks) Every company today is talking about **Generative AI**. The promise is clear: unlock hidden value, reduce costs, and create new opportunities. But here’s the challenge: without a **solid data foundation**, it’s almost impossible to realise this promise. Generative AI models need high-quality, structured, and accessible data. If your information is scattered across silos, poorly cleaned, or hard to query, you’ll struggle to make AI work at scale. That’s where **Databricks** comes in. ### Why Databricks? Databricks provides a **Lakehouse Platform** — a unified environment where you can: - Collect and unify all your data. - Clean, structure, and prepare it. - Query and explore at scale. - Enable analytics, machine learning, and Generative AI. In other words: if data is the new oil, then **Databricks is the refinery**. ### From Data Chaos to AI Readiness #### 1. Ingesting data With Databricks, you can easily bring in data from files, databases, or cloud sources. ![[_assets/carlosluengo/assets/img/2025/september/databricks01.png]] #### 2. Cleaning and preparing Once inside, Databricks notebooks allow you to **clean and standardise** messy real-world data so that it’s ready for downstream AI. ![[_assets/carlosluengo/assets/img/2025/september/databricks02.png]] #### 3. Exploring and querying Data can then be explored with **SQL, Python, or even natural language**. You get full visibility into volumes, patterns, and structures. ![[_assets/carlosluengo/assets/img/2025/september/databricks03.png]] #### 4. Enabling AI & Generative AI With data in place, Databricks connects seamlessly with machine learning and Generative AI frameworks — making it possible to move from raw datasets to **scalable AI use cases**. ![[_assets/carlosluengo/assets/img/2025/september/databricks04.png]] ### Why This Matters Most organisations spend millions managing their data — but very few manage to extract its true value. Generative AI has the potential to change that, but only if built on top of a **robust and unified data platform**. Without Databricks, the journey is fragmented and error-prone. With Databricks, it becomes **clean, scalable, and collaborative**. ![[_assets/carlosluengo/assets/img/2025/september/databricks05.png]] ### What Comes Next This post was about the **solution** — how Databricks enables you to prepare data for Generative AI. 👉 In the next post, I’ll dive into a **real-world use case**: how Generative AI, powered by Databricks, can unlock new value in the **pharmaceutical industry**. ## También te puede interesar - [[bbva-chatgpt-enterprise-journey|How BBVA Scaled ChatGPT Enterprise]] - [[2025-04-19-generative-ai-workplace-happiness|Generative AI, Productivity, and the Future of Happiness at Work]]