A repeatable sequence for insurance leaders. We run it end-to-end with you, or hand you the playbook and coach the operators.
We shadow the work. Every submission, every claim, every keystroke gets a coordinate on the map.
For each node: repeatable & high-volume, or judgment & context? We classify every task on the human/robot spectrum.
Where are humans doing work that never should have been theirs? Morale leaks and margin leaks are usually the same leak.
For deterministic, stable paths — we build the rail. Scoped tight, monitored hard, retired without ceremony when it breaks.
For ambiguity, unstructured data and narrative reasoning — we compose agents with explicit guardrails and human escalation.
New job descriptions. New KPIs. New training. HR is the co-architect, not the recipient.