Autonomously manages sequencing, dependencies, and handoffs in multi-step workflows.
Coordinates a multi-step process end to end, holding state across steps, resolving dependencies and managing handoffs between systems or people. Where a workflow engine and an agent meet.
Long-running processes with genuine branching, where the path depends on results discovered along the way.
Deterministic sequences. A durable workflow engine does this better, more cheaply and more predictably than anything model-driven.
State must be durable and the process resumable. An orchestrator that loses its place on restart is unusable for anything spanning more than one session.
Silent divergence from the intended process, where the orchestrator finds a shorter path that skips a step which existed as a control rather than as a task.
An intercompany break resolution spanning three days across two entities, where the state survives restarts and the elimination gate cannot be bypassed.
Two different absences share this shape. Foundational solutions get built whatever the domain, so no domain links them; the rest are solutions this domain genuinely does not reach for. v_ai_solutions_unlinked separates the two.