Approach
A disciplined path from question to system.
A focused process: define the problem, examine the evidence, build a prototype, test its limits and review the next step.
01
Define the problem
Start with a specific problem, an intended user and a clearly bounded scope. The question is written down before implementation begins.
02
Identify evidence and constraints
Identify the information, assumptions and constraints required to support material outputs. Missing evidence is treated as a limitation, not as proof.
03
Build a focused prototype
Implement only the capabilities required by the defined problem. Additional behaviour is withheld until it is justified.
04
Test assumptions and failure modes
Test expected behaviour, failure modes and uncertainty before broader use. Results should be inspectable and repeatable under stated conditions.
05
Review before expanding
Expand scope only when the technical and operational requirements are understood.