Requirements before prose
Batch sizes, purity thresholds, timelines, and quality expectations are pulled out and checked against your capacity data. A mismatch is flagged before anyone commits to it in writing.
RFP response
Assemble an RFP into a scope your legal team can review.
Requirements extracted and checked against capacity first, then a draft assembled from your own templates, pricing history, and prior regulatory language—so review starts from something real.
Your language, not boilerplate
Drafts are assembled from the templates, historical pricing structures, and prior filings already in your document store, so the voice and the commitments are ones you have used before.
It ends in review, not in send
The draft lands with legal and technical reviewers with its sources attached. The agent closes the gap between an inbound RFP and a reviewable document; it does not sign anything.
Related
Looking for datasets or public runs from this kind of work? Start with evaluation data and published traces.