Case studies
These examples show the kind of operational lift Ignevia is built to prove before broad deployment.
Employee benefits administration
High-volume plan inquiries required specialist review even when the answer was buried in standard documents.
Ignevia introduced retrieval-backed drafting, reviewer reason codes, and a holdout group for quality comparison.
Insurance operations
Claims triage moved slowly because policy checks, document extraction, and supervisor review happened in separate queues.
A controlled triage assistant summarized file state, proposed routing, and surfaced missing evidence before assignment.
Regulated B2B software
Release review depended on manual policy interpretation and inconsistent audit notes across teams.
Ignevia created a policy-aware review workflow with approval thresholds and static audit exports for each release.
Ignevia gave us a way to say yes to AI without pretending the control work was optional.
VP Operations, regulated services platform
