What can change?
Positions, assignments, trades, or power setpoints.
Applications / decision systems
Different systems.
A decision that holds.
Explore portfolio construction and personalization, market-risk capital, and energy dispatch. Each application starts with a defined objective and its operating constraints.
Portfolio construction
Targets, holdings, and account-level rules.
02 / PORTFOLIO & RISKRisk-aware decisions
Rebalances, exposures, and attribution.
03 / MARKET-RISK CAPITALCapital-aware choices
Sensitivities, hedges, and desk limits.
04 / PHYSICAL SYSTEMSEnergy dispatch
Generation, storage, and delivery limits.
Conceptual structures · explore each workflow for its model and evaluation scope.
Define the model.
Respect the deadline.
Each domain has its own objective and feasible choices. A useful evaluation makes the inputs, checks, and operating window explicit.
Bring a problem / define the evaluation
Four questions.
A concrete starting point.
Build your evaluation brief What must hold?
The rules that make a proposed result feasible.
When is it needed?
A defined deadline within the operating workflow.
How will you judge it?
The reference and numerical gates agreed in advance.
Scope & evaluation
The examples describe potential workflows, not a promise that every feature or deployment is available without scoping. Published measurements apply to their stated workloads. A pilot establishes the exact model, supported constraints, deployment requirements, and acceptance criteria.
Work with Asymmetry