Reviewed public positioning around complex documents, visual grounding, and human review as an alternative to generic chat models. It was not selected because extraction had to stay on the approved in-zone completions gateway.
- What worked
- The product’s stated focus on grounded extraction and review was easy to contrast with unconstrained vision-chat approaches.
- What got in the way
- Available material did not show an approved isolated deployment on the existing gateway. It was not installed or called.