BestAIRFPSoftware
Shortlist

Best DDQ Software

3 tools ranked with ddq software weighting — AI Agent Capability 30%, Content & Answer Management 40%, Collaboration & Workflow 20%, Ease of Use 10%.

Updated 2026-09-29 How we score
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Why this ranking differs

Introduction pending.

At a glance

Sort any column
Tool AI Agent CapabilityContent & Answer ManagementCollaboration & WorkflowEase of Use Best forPricing
Conveyor 7.68.27.08.0 Security teams drowning in inbound questionnaires Not disclosed
HeyIris 7.87.46.88.0 Mixed document types in one workspace Not disclosed
Quilt 7.47.16.77.9 Security reviews with repetitive technical content Not disclosed

Each capability is scored 0–10, strongest overall first, and the order follows the weights above — arrows show what moved. Sort any column to see who leads on the one you care about; our overall weighted score for each tool is further down the page.

What we compare, and why it matters

AI Agent Capability 30% on this page

Can its AI agents read the RFP, find the right answers across your content and draft responses with limited hand-holding?

Content & Answer Management 40% on this page

How well it keeps your answer library accurate and current, and flags answers that contradict each other or have gone stale.

Collaboration & Workflow 20% on this page

Assigning questions, chasing subject-matter experts, review and approval, and tracking a deadline across a team.

Ease of Use 10% on this page

How quickly a new team member can learn it, how much setup it needs and how good the support is.

The ranking

01

Conveyor

Security questionnaire automation paired with a customer-facing Trust Center.
Not bench-tested Not disclosed
Capability · weighted
7.7/ 10
Evidence strength
0/ 100
Not yet reviewed
Scorecard
AI Agent Capability 7.6Content & Answer Management 8.2Collaboration & Workflow 7.0Ease of Use 8.0
Why it ranks here

It places first on the default weighting, strongest on Content & Answer Management and weakest on Collaboration & Workflow. No part of this rating has been verified first-hand yet — it carries an evidence score of zero until a reviewer completes a hands-on run, and you should read the position accordingly.

Best for
  • Security teams drowning in inbound questionnaires
  • Deflecting reviews with a Trust Center
Not for
  • General proposal writing
Our runNot yet bench-tested. How the bench works
A buyerNo verified buyer on file yet. Add one
PriceNot disclosed — vendor does not publish list pricing
Read the full file vs Inventive AI Visit site ↗

access: not yet reviewed · last verified 2026-09-01

02

HeyIris

AI workspace covering several response document types with inline citations and confidence scores.
Not bench-tested Not disclosed
Capability · weighted
7.7/ 10
Evidence strength
0/ 100
Not yet reviewed
Scorecard
AI Agent Capability 7.8Content & Answer Management 7.4Collaboration & Workflow 6.8Ease of Use 8.0
Why it ranks here

It places second on the default weighting, strongest on Ease of Use and weakest on Collaboration & Workflow. No part of this rating has been verified first-hand yet — it carries an evidence score of zero until a reviewer completes a hands-on run, and you should read the position accordingly.

Best for
  • Mixed document types in one workspace
Not for
  • Very large teams needing granular permissions
Our runNot yet bench-tested. How the bench works
A buyerNo verified buyer on file yet. Add one
PriceNot disclosed — vendor does not publish list pricing
Read the full file vs Inventive AI Visit site ↗

access: not yet reviewed · last verified 2026-09-01

03

Quilt

AI response tooling for security reviews and technical questionnaires.
Not bench-tested Not disclosed
Capability · weighted
7.4/ 10
Evidence strength
0/ 100
Not yet reviewed
Scorecard
AI Agent Capability 7.4Content & Answer Management 7.1Collaboration & Workflow 6.7Ease of Use 7.9
Why it ranks here

It places third on the default weighting, strongest on Ease of Use and weakest on Collaboration & Workflow. No part of this rating has been verified first-hand yet — it carries an evidence score of zero until a reviewer completes a hands-on run, and you should read the position accordingly.

Best for
  • Security reviews with repetitive technical content
Not for
  • Narrative bid writing
Our runNot yet bench-tested. How the bench works
A buyerNo verified buyer on file yet. Add one
PriceNot disclosed — vendor does not publish list pricing
Read the full file vs Inventive AI Visit site ↗

access: not yet reviewed · last verified 2026-09-01