From an uncertain problem to an operational system.

Define the operational problem, intended users, decision context, constraints, and the value a successful solution should create.

Translate the problem into a practical system concept, including the required data, user interactions, technical components, and evaluation approach.

Assess, prepare, and connect the information needed for the solution while identifying gaps, risks, and operating assumptions early.

Develop in visible increments, testing behaviour with realistic workflows and adapting the implementation as evidence emerges.

Package the system with the documentation, operational understanding, and support arrangements needed for responsible use.