Domains
Built for the problems operations actually have.
Seven decision domains. Each one speaks its own vocabulary — and the intake understands all of them.
Routing
Every stop, on time
Stops, fleets, and time windows; capacities, depots, and pickup-delivery pairs. Routing problems carry the most operational texture of any domain — from single-depot delivery runs to multi-vehicle plans with hard windows — and the intake speaks all of it.
STOPS · FLEETS · TIME WINDOWS
Scheduling
Every shift, covered
Shifts, jobs, and machines; precedence, setup times, skills, and workforce rules. Scheduling spans the distance from staff rosters to job-shop sequences with dependencies — described in your words, solved under your constraints.
SHIFTS · MACHINES · PRECEDENCE
Selection
Everything scarce, placed
Assignment, knapsack, and packing; facility location and sequencing. Selection problems decide what goes where under hard limits — choosing, placing, and ordering scarce resources with the working shown.
KNAPSACK · FACILITY LOCATION
Network
Every flow, connected
Paths, flows, and spanning trees; supply chains, multi-commodity movement, and fixed charges. Network problems route value through connected structure — from shortest paths to capacitated flow design.
FLOWS · SPANNING TREES
Financial
Every dollar, working
Portfolio construction, risk measured as variance or CVaR, revenue management, credit, and treasury. The financial domain is the discipline of allocating money under uncertainty and constraint.
PORTFOLIO · CVAR · TREASURY
Simulation
Every future, rehearsed
Monte Carlo sampling, discrete-event models, queueing systems, and Markov decision processes. Simulation answers the questions optimization alone cannot — what might happen, rehearsed before it does.
MONTE CARLO · QUEUEING
Fraud
Every outlier, caught
Transaction fraud, AML aggregation, claims screening, anomaly scoring, and rules engines. Fraud work is separating the one case that matters from the thousands that look like it.
AML · ANOMALY SCORING
