6. Production

Prototypes are great, but production-ready solutions are where the real value lies. In this chapter, you’ll discover how to package and deploy your work using cloud platforms, Docker, CI/CD pipelines, and collaborative tools like Databricks. You’ll see how to move from one-off scripts to reliable, scalable, and maintainable systems.

Learn how to transition pricing models from development into reliable, scalable production systems.

Explore cloud computing options and services for hosting and running pricing workflows.

Automate the setup and management of your infrastructure using code for consistency and repeatability.

Use containerisation to package your pricing applications and dependencies for easy deployment.

Implement Continuous Integration and Continuous Delivery pipelines to automate testing and deployment.

Harness Databricks for collaborative, scalable data engineering and model deployment in pricing.