# ML and Data Ops

### ML Ops <a href="#ml-ops" id="ml-ops"></a>

BDB Data Pipeline allows you to operationalize your AI/ML Models in few minutes. The Models can be attached to any pipeline to get the inferences in real-time. Then the inferences can either be used in any other process or get shared with the user instantly.

<figure><img src="https://859511478-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FGDmsjfjJBNqow7Fo97cO%2Fuploads%2FGpKV7eA5Pg9i93iTau0D%2Fimage.png?alt=media&#x26;token=2bd73d38-410a-48a9-a078-5e58ce555b71" alt=""><figcaption></figcaption></figure>

[Data Science Lab Model & Script Runner](https://docs.bdb.ai/7.6/data-pipeline/components/ai-ml/dsl-model-and-script-runner)

### Data Ops <a href="#data-ops" id="data-ops"></a>

Traditional data transformation operation are sequential process where developer design and develop the logic and test and deploy it. BDB Data Pipeline allows the user to adopt the agile non-linear approach which reduces the time to market by 50 to 60 %​

<figure><img src="https://859511478-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FGDmsjfjJBNqow7Fo97cO%2Fuploads%2F8Qu8X18iFTSaipx9AczC%2Fimage.png?alt=media&#x26;token=94226ebe-d4fa-4d0a-a1af-4f5baaa10ec1" alt=""><figcaption></figcaption></figure>