An agent-based system with temporal data mining for monitoring financial stability on insurance markets.

•Knowledge discovery on agent-based simulations predicts market instability.•Cycles on insurance markets can be forecast.•Aggressive price-undercutting by some insurers creates a winners curse.•Regulators should monitor pricing patterns of insurers.