Agent-Oriented Process Mining

An emerging research direction (refs [12][13][14] in APM Manifesto): mining event logs to discover agent systems, not merely control-flow models. Includes:

Agent Miner (Tour, Polyvyanyy, Kalenkova, Senderovich 2023, ref [12]) — algorithm for discovering agent systems from event data.
Agent system mining — vision, benefits, and challenges (Tour, Polyvyanyy, Kalenkova 2021, ref [13]).
Agentic process observability — discovering behavioural variability (Fournier, Limonad, David 2025, ref [14]).

Role in APM

Cited as part of cross-cutting challenge C1: Toward Automated Provisioning and Onboarding of Legacy BPM into APM (sources/2026-calvanese-agentic-bpm-manifesto, §4.5). The transition from static BPM/workflow systems to APM demands agent-centric process mining: reinterpretation of workflows into agent-oriented roles, goals, policies, and behaviours, while preserving institutional knowledge and auditability.

concepts/agentic-bpm · concepts/self-modification · entities/artem-polyvyanyy