Specialized routing
Deterministic shortcuts, then a classifier with per-route thresholds, then the right specialist and lane.
Gather, then synthesize
Lower-cost models research in parallel; one frontier model writes the answer from their evidence.
Context per turncached prefix
History folded into a rolling summary
Token optimization
Prompt caching, rolling summaries, bounded reads, and cached routing decisions.
worker restarted · job resumed
Durable execution
Queue-backed workers survive restarts; long jobs keep running after the browser closes.
Full observability
Every execution shows which nodes ran, which model answered, and what it cost.
ChatTeamsRoutinesAutomationsPODResolve
SAXTech Orchestrator
Shared foundation
Chat, Teams, Routines, AI Automations, the Ticketing POD, and Resolve all run on it.