Simulations
Each reference simulation ships as a configurable template: population, mechanism design, shocks and metrics. Results below are drawn from internal benchmark runs.
Suppliers, manufacturers, distributors and buyers operate as autonomous agents under variable demand, lead times and capacity shocks.
Economic metrics
Emergent outcome
Agents converged on implicit buffer-stock norms after month 7, dampening demand oscillation without any central coordinator.
Market makers, momentum traders and fundamental agents trade a synthetic asset on a continuous double auction with realistic latency.
Economic metrics
Emergent outcome
Liquidity withdrawal cascades appeared under correlated inventory limits, producing flash-crash dynamics absent from single-model tests.
Fleet, warehouse and routing agents bid for capacity across a congested network with stochastic disruptions.
Economic metrics
Emergent outcome
Stable regional coalitions formed to hedge disruption risk, trading marginal efficiency for reliability.
Task-issuing firms and worker agents negotiate compensation, reputation and contract duration in an open labor exchange.
Economic metrics
Emergent outcome
Reputation became the dominant price signal, creating persistent incumbency advantage for early entrants.
Research agents allocate scarce compute between exploration and exploitation while trading intermediate results.
Economic metrics
Emergent outcome
Open result-sharing regimes outperformed closed ones on aggregate discovery, but concentrated returns in three agent clusters.
Market equilibrium
Agent cluster formation