Requirements Writing: Before and After AI Assistance
How AI-assisted tools change the experience for CORs, program officers, and contracting professionals
Acquisition Workforce
✕ Without AI Assistance
✓ With AI-Assisted Tools
Starting Point
Blank document, no guidance
COR opens Word and starts from scratch — or copies a previous PWS that may not reflect current requirements
Structured template with built-in policy context
Each section explains what's required and why — a guided starting point, not a blank page
FAR Compliance
Manual regulation search
COR searches FAR.gov or asks the CO — time consuming and often skipped for "good enough" language
AI flags missing elements and policy gaps
System reviews draft against known FAR and agency requirements, surfacing issues before they reach the CO
Review Cycles
2–4 rounds of CO rework
CO returns the package with comments; COR revises and resubmits; process repeats for weeks
1–3 weeks of back-and-forth
Package arrives CO-ready
Higher-quality first drafts mean fewer revision cycles and faster path to solicitation
1 review round, not 3–4
Time to Usable PWS
Days to weeks
Writing, reviewing, revising — often delayed by COR availability and CO workload
Avg: 8 hours of drafting
Hours, not days
AI-assisted drafting compresses the writing phase significantly
Avg: 1.5 hours of drafting
New COR Training
Learn by trial and error
New CORs shadow colleagues or review old acquisitions — slow, inconsistent, mentor-dependent
AI explains requirements while drafting
Every interaction teaches — new CORs build acquisition vocabulary and judgment alongside their first real documents
5×
faster first draft with AI-assisted authoring
75%
reduction in document review time reported by CORs
10×
greater efficiency and accuracy reported across acquisition teams