Agents exchange objects
Roles remain replaceable because coordination happens through contracts, not direct agent-to-agent calls.
AX Cognitive Platform
A modular cognitive flow built around explicit responsibilities, persistent context and human validation.
Every layer receives structured objects, performs a bounded role and returns auditable outcomes.
Roles remain replaceable because coordination happens through contracts, not direct agent-to-agent calls.
Sources, confidence, conflicts and decisions remain inspectable throughout the flow.
Escalation is a designed system state, not an exception outside the architecture.