Stop answering RFPs. Start composing them.
Map every question to a verified Truth Graph node. Generate the response in under 90 seconds, with confidence scores per claim and an audit trail attached.
Your AE just got a 142-question security questionnaire from a 7-figure deal. The deadline is Thursday. They Slack you, you Slack the security lead, the security lead Slacks the CTO, and three days later you have answers - half of which contradict last quarter's RFP. The deal slips.
The workflow shift
- Open last quarter's response document. Save as a new file.
- Ctrl+F for product names, version numbers, certification dates. Manually swap in current values.
- Slack #product-eng to confirm whether the SOC 2 cert is current and whether the new feature is GA or still beta.
- Wait 6–24 hours for answers. Half come back conflicting.
- Ask CTO to spot-check the security section. Wait another day.
- Send. Hope nothing's wrong. Cross-reference manually if a prospect pushes back.
- Upload the questionnaire (PDF, Word, or vendor portal export). Assay parses 142 questions in under 30 seconds.
- Each question is mapped to a verified Truth Graph node automatically - pricing, security posture, integrations, certifications.
- Reps see per-claim confidence scores inline. Anything below 90% confidence gets surfaced for human review with the relevant SME tagged.
- Approved response is generated with full audit trail showing every claim's source and verification date.
- If a Truth Graph node later drifts (e.g., the SOC 2 cert renews mid-deal), the response is auto-flagged for re-review before send-out.
What changes
Why this workflow breaks at scale
RFP response is fundamentally a knowledge retrieval problem, not a writing problem. The 142 questions in the questionnaire are not new - your company has answered each of them before, somewhere. The work isn't generating answers. The work is finding the current, correct answer among:
- Last quarter's RFP response (probably stale)
- Your security wiki (probably out of date)
- The product team's release notes (probably scattered)
- Slack history (definitely scattered)
- The CEO's head (definitely a bottleneck)
Tools like Loopio and Responsive.io help with the response management layer, but they sit on top of the same problem: the truth is fragmented across systems, and your sales team doesn't have time to reconcile it during an active deal.
What changes when truth is structured
Assay's Truth Graph is the inverse architecture. Instead of authoring documents and trying to keep them in sync with reality, your team maintains the claims themselves as structured nodes - pricing, security, capability, customer outcome - each with a source, a confidence score, and an owner.
When a 142-question questionnaire arrives, Assay's parser maps each question to the relevant Truth Graph nodes. The response is composed, not authored. Every claim in the output is source-linked. Every confidence score is visible. The audit trail comes free.
The PMM updates the Truth Graph node once when a claim changes. Every artifact across the org - past, present, and in-flight - reflects the new truth from that moment forward.
Who this is for (and who it isn't)
This works best for Series A–C teams shipping more than 5 RFPs or security questionnaires per month, where the founder or CTO is still the source of truth on product and security posture. Below that volume, the operational lift to maintain a Truth Graph isn't justified - the back-of-the-napkin spreadsheet still wins.
It does not yet replace dedicated RFP response platforms (Loopio, Responsive.io) for teams that need vendor portal integrations, response collaboration workflows across 10+ contributors, or specialized RFP project management. Assay is the truth layer; those platforms can sit on top.
What this doesn't solve
Assay won't help if your real problem is deciding how to answer a question your company has never confronted. If a prospect asks about a capability that doesn't exist in your Truth Graph, Assay flags the gap and routes it to the right owner - but a human still needs to answer.
It also won't fix organizational decision-making. If your security team is genuinely unsure whether you support customer-managed encryption keys, no tool will manufacture certainty. Assay surfaces the gap fast; resolving it is your team's job.
Frequently Asked Questions
How does Assay parse vendor portal questionnaires (Whistic, OneTrust, etc.)?
What if our Truth Graph isn't built yet?
How do you handle questions where the truthful answer is 'no'?
Can multiple people contribute to a single response?
What's the difference between Assay and a dedicated RFP platform like Loopio?
Run this workflow on verified truth instead of guesswork.
Every artifact Assay produces is sourced, scored, and audit-ready. See it on your own data in 15 minutes.