The Agent Twin is a working model of your operation, built from your own systems. It learns your workflows, your rules, and how your teams make decisions, then proves itself against your historical records before it ever goes live.
AGENT TWIN
Your rules
Your records
Your perimeter
The Agent Twin connects to your systems and reads how work moves through them. Every queue, every handoff, and every delay is mapped. Error rates and cost per process are recorded for each workflow. The result is a complete picture of your operation end to end.
The Twin maps your third-party systems and your manual workflows. Every governance rule and bottleneck is captured in the model. Agents work from your real definitions rather than approximations.
Orchestration agents combine with classical solvers and optimization models. Deterministic policy rules govern what may proceed and what must wait. Every decision cites the record it read and the rule it applied.
Each agent is tested against your historical cases before deployment. Production decisions are measured against the Recon baseline continuously. Your operations team sets the agreement-rate threshold for each deployment wave.