What the pipeline does on every application.
We removed manual data entry from policy intake entirely, so nobody retypes an application into the policy system.
We cut the number of formats staff have to read to zero, because every insurer's application arrives as the same structured record regardless of its layout.
We made onboarding a new insurer a zero-development task, because the extraction layer reads a format it has never seen instead of waiting for a new template.
We made a five-person family application cost the same as a single applicant, with each member created as its own customer record against the shared policy.
We took intake off the daily calendar, so records exist when the email lands instead of when someone gets to the queue.
We replaced silent transcription errors with a validation gate that stops a bad record before it reaches the policy system.
Every insurer sends a different format, and someone typed all of them.
The agency writes policies through several insurance companies, and each one sends applications in its own format. Every application arrived by email and had to be read, decomposed and typed into the policy system by hand, one record at a time. Growth meant more of that work, and a new carrier meant another format to learn.
One extraction layer, one standard record, one write path.
We wired the application inbox into an automated intake pipeline, so an incoming email starts the process instead of a person.
We deployed an AI extraction layer that reads any insurer's application, whatever its layout, and returns one standard record, so a new carrier needs no new template.
We built a fan-out step that splits a family application into one customer record per member, each linked to the shared policy.
We designed a validation gate that checks every record against what the policy system accepts and holds anything incomplete for a human instead of writing it.
We wired a deterministic write path into the policy management system's official API, so records are created in a fixed shape no matter how the application arrived.
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