Five steps from 15 days to 6 hours.

Pull the last 10 RFPs you responded to. For each one, log three numbers: calendar days start-to-submit, total SME hours consumed, and number of review cycles. If you can't pull SME hours cleanly, ask three senior engineers to estimate what they gave to the last RFP. The anecdote is better than no data.

Expect to see something close to industry norms: 15 to 23 calendar days, 60 to 120 SME hours, 3 to 5 review cycles per response. That baseline is the before picture. Every number in your ROI calculator traces back to it.

The work in any RFP isn't writing. It's finding the right past answer, the current compliance statement, the accurate architecture diagram, and the one customer story that matches the buyer's vertical. Inventory where those sources live:

• Past proposals and DDQs (SharePoint, Google Drive, Confluence)
• Security and compliance docs (SOC 2, ISO 27001, HIPAA, SIG)
• Architecture diagrams and product specs
• Case studies and reference quotes
• HR policies (for vendor-qualification sections)

Two things matter here. First, the sources need to stay where they are. An enterprise-grade RFP agent should ingest in place, not force a copy into a SaaS vendor's cloud. Second, the ingestion has to handle the gravity problem: moving 20 GB of past proposals out of Confluence to a third-party system is how compliance audits start.

“Moving 20 GB of past proposals to a third-party cloud is how compliance audits start.

Every enterprise RFP has a compliance backbone: security controls, data residency, certifications, sub-processor lists, audit rights. Manual responders chase these down section-by-section as they draft, which means the half-finished response you're reviewing on Day 8 might still be missing a SOC 2 evidence link.

A gap-detection subagent flips that. On intake, it matches the buyer's required controls against your knowledge base and flags the missing ones before a single paragraph is drafted. Your team sees the full list of gaps up-front, and either closes them (pull a fresh attestation) or consciously declines that section.

Automation is only acceptable to security and legal if it comes with a controllable review trail. The model should draft, but a human should sign off. The trick is calibrating which human signs off on what, so you're not funnelling every line through the CISO.

A defensible workflow has three tiers:

Every approval produces an audit entry: who saw what, when, and what they changed. When a buyer asks how you generated your response, you have the trail.

Four metrics carry the business case to the exec team:

Plug your current numbers into the ROI calculator on this page. The output is what you walk into your next QBR with: hours reclaimed, cost reclaimed, additional RFPs handled per month, and (if you add deal size and win rate) revenue upside per year.