Agentic Systems.

A contracting shop reviewing more solicitations than its officers could keep pace with — market research and compliance checks done by hand, late into every close.

An acquisition agent that drafts market-research summaries and runs proposal-compliance checks, with the contracting officer approving each output before it moves.

Officers work more packages without adding staff, and every recommendation traces back to the source document an auditor would ask for.

A correspondence queue that had outrun headcount — intake, routing, and first drafts all manual, all backlogged.

An intake-and-drafting agent that triages, routes, and drafts responses against policy, with redaction and release held under human review.

The backlog stopped growing. Staff moved from sorting mail to deciding the hard cases, and every response carries the policy version it was written against.

Analysts spending more time collating sources than reasoning about them — long documents, scattered systems, fixed deadlines.

A research-support agent that summarizes across documents with citations back to the original, resolves entities, and drafts RFIs — running air-gapped where the work required it.

Analysts start from a first pass instead of a blank page and keep their judgment on the assessment. Nothing leaves the enclave, and every claim points to its source.