Deployment Context

From The Foundation for Best Practices in Machine Learning

Deployment Context


Incorporate an understanding of the technical and infrastructure aspects of the deployed Product into the Product design process. Ensure that infrastructure, integration, and scaling requirements and limitations are considered during the Problem Mapping and Planning phases and document and define clear requirements for the Organisation Capacity Analysis, Product Scaling Analysis, Product Integration Strategy, Product Risk Analysis, Testing - Automation Analysis, and POC-to-Production Analysis, as discussed in Section 4 - Problem Mapping; Section 6 - Management & Monitoring; Section 8 - Testing.


To (a) ensure a deep understanding of (i) the industry, (ii) how the Product solution will be deployed, and (iii) any impact the Product solution may have off-platform; and (b) highlight associated risks that might occur during the Product Lifecycle

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