liveBook · Manning

Commercial feasibility

As explained in Delivering Machine Learning Projects: From design to deployment

Commercial feasibility is the degree to which funding is available to pay for the work required to deliver a project.

Commercial feasibility asks whether funding is available to pay for all work required to deliver the entire project. It differs from the business case: valuable work may still lack available funding. section 3.1

Assess commercial feasibility alongside the conditions that make a project executable:

  • Estimate the value mechanism—such as savings, revenue gains, or quality-of-life improvement—to clarify why funding should be assigned. section 3.1
  • Check whether funding covers the complete delivery effort rather than only an attractive initial phase. section 3.1
  • Confirm that technical means, data resources, and a utilization method can support execution and adoption after funding is available. section 3.1
Figure 3.1 The project’s drivers (Business Priority and Business Case), the supporting components (Sufficient Funding, Technical Means, and Data Resource), and enablers (Utilization Method).

Use the project-drivers diagram to relate business priority and business case to sufficient funding, technical means, data resources, and utilization method. section 3.1

How Delivering Machine Learning Projects: From design to deployment covers it

How deep it goes
Distinguishes funding availability from business value and links it to execution conditions, without detailing a full financial case.
Examples
Uses a project-drivers figure showing how business priorities and business cases interact with funding and delivery components.
What you can do after
Evaluate whether a valuable project has funding and the supporting conditions required to proceed.
How it connects
Connects business case, business priority, technical means, data resources, and utilization method.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Delivering Machine Learning Projects: From design to deployment. The section links point to the parts of the book it draws on.