Scoping and Solution Architecture
Explore how to create a clear scope document that aligns customers and engineers on AI project goals, success metrics, and boundaries. Understand how to translate business problems into specific AI components and select appropriate architectures. Learn to identify risks early and communicate them effectively to ensure proof-of-concept success.
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Discovery ends with a clear problem definition. Scoping converts that definition into a proposal. The proposal answers the following questions: what to build, which architecture fits the problem, and which risks need to be addressed before implementation begins. The scope document records those decisions and gives the FDE and the customer a concrete baseline to agree on before work starts.
Getting the scope right before the build begins is far cheaper than correcting it mid-sprint. A project with a well-written scope document rarely fails because of misalignment. It fails for other reasons, and those are far easier to address.
What a scope document does
A scope document is a shared agreement between the FDE and the customer. Its purpose is alignment. Both parties need to understand the same problem, the same success condition, and the same boundaries before the build begins. Without that agreement in writing, every conversation about progress introduces a new layer of interpretation.
A scope document is not a product specification. A product specification describes a future vision across months or quarters. A scope document describes what will be built in the next two to four weeks, what it will demonstrate, and how success will be measured. The scope document covers the proof of concept (POC) phase. A typical proof of concept runs for two weeks and ends with a demonstration and a ...
Six elements belong in every scope document. Each one answers a question that will otherwise remain ambiguous ...