See It on Your Questionnaires

Deal intelligence for security reviews

Security reviews answered.
Trusted. Every Time.

Your security team shouldn't spend weeks on repetitive vendor questionnaires.

Tribble drafts source-backed answers from your approved policies, SOC 2 evidence, and past responses, with every answer carrying a confidence score and a direct link to its source. Your team reviews. They don't rewrite.

Map your response workflow Calculate Your ROI
Source citations SOC 2 Type II SSO & RBAC 40+ integrations Expert routing
Every answer has a source.
Drafts come from approved company knowledge, with citations and confidence context reviewers can inspect.
Sources
Every draft links back to the documents, policies, or past responses it used.
Confidence
Reviewers see what is ready, what needs evidence, and what should be escalated.
Routing
Sensitive or uncertain answers go to the right expert before submission.

Context-aware answers

Responses are informed by the full engagement context, so every answer addresses what the evaluator actually cares about not just what the question literally says.

Source-linked by default

Every answer links directly to the policy or certification it was drafted from. Your security team sees the evidence, not just the output.

Confidence-scored per answer

Each draft carries a per-answer confidence score so your team knows exactly which answers need expert review and which are ready to ship.

Cross-answer consistency

Tribble checks every answer against every other answer in the questionnaire. Contradictions across 200+ items are flagged before you submit.

Upload. Draft. Review. Ship.

Upload your security questionnaire
AI drafts answers from your knowledge base
Review AI drafts and route to experts
Export and track outcomes

The questions you're already asking

"We already have a compliance platform"

Compliance platforms collect evidence and monitor controls. Tribble answers the buyer questionnaires that follow by drafting from your approved evidence, policies, and prior responses.

"How do I trust the AI's answers?"

Every answer ships with a confidence score and a direct link to the source document. Reviewers approve sourced answers, not AI guesswork. The consistency checker catches contradictions across your entire response before anyone sees it.

"Does it work with our compliance stack?"

Salesforce, HubSpot, SharePoint, Google Drive, Confluence, Notion, Slack, Teams, Gong, and 40+ other tools. Expert routing sends flagged questions to the right SME via Slack or Teams. Deal context flows from your CRM automatically.

"What's the ROI look like?"

The right model depends on questionnaire volume, hours per review, deal size, and how much work can move from drafting to verification. Run your own numbers below.

Security questionnaire tools: what's actually different

Capability Tribble Static RFP library Legacy response platform
AI draft from knowledge base✓ Retrieval from governed sources with citations✓ Content library + AI draft assist✓ Content library + AI draft assist
Reviewer workflowSource, confidence, owner, and audit contextManual review after draftManual review after draft
Source attribution✓ Every answer linked to source docManual referenceManual reference
Confidence scoring✓ Per-answer confidenceNoNo
Internal consistency check✓ Cross-answer contradiction detectionNoNo
Expert routing (Slack/Teams)✓ Auto-routes by question typeAlert-basedAlert-based
CRM integration✓ Bidirectional (SF, HubSpot)Salesforce, HubSpot + othersSalesforce, HubSpot + others
Learns from completed RFPs✓ Continuous learning loopLibrary updates require upkeepLibrary updates require upkeep
Migration approachGuided setup around your approved evidenceFramework setup and evidence mappingFramework setup and evidence mapping
SOC 2 Type II✓✓✓
Compare your current workflow

Why general-purpose AI is not enough for security review

General-purpose AI can draft text, but security questionnaire teams need source lineage, policy context, reviewer routing, and evidence compliance teams can verify.

Tribble DIY with ChatGPT / Claude
Knowledge source Your approved documents, past wins, SME-verified answers Whatever you paste into the prompt window
Source attribution ✓ Every answer links to the source document No. You get an answer with no way to verify where it came from
Confidence scoring ✓ Per-answer confidence score Requires separate review logic to expose source confidence or uncertainty.
Learns from your wins ✓ Gets smarter with every completed questionnaire Requires a separate governed memory layer to preserve approved review history.
Cross-answer consistency ✓ Catches contradictions across 200+ answers Requires separate consistency checks across repeated or overlapping questions.
Expert routing ✓ Flags low-confidence answers to the right SME via Slack You manually decide who reviews what
Compliance audit trail ✓ SOC 2 Type II, answer-level audit history Unattributed output leaves the review trail for your team to reconstruct.
Format handling ✓ XLSX, DOCX, PDF, portals. Parses structure automatically You copy-paste questions one at a time
Total cost of ownership Predictable platform license with guided onboarding Months of prompt engineering, no audit trail, no consistency, no learning. Your best people become prompt babysitters

General-purpose AI generates text. Tribble generates sourced, auditable answers that security and compliance teams can review with the source trail intact.

See what Tribble would save your security team

8
24
6
$75K
$432K
estimated annual value unlocked
1,382h
Hours saved / year
+14
Extra deals / year
Get Your Custom Report

The other side of the equation

One wrong answer can restart a months-long deal cycle.

A single unverified security claim an outdated policy, a misremembered certification scope can trigger a failed assessment. The evaluator stops. Procurement restarts. Your team starts over. The ROI calculator above shows what you gain. This is what you risk every time a questionnaire goes out without source-linked evidence.

Review your risk points

Before you book a demo

How do you automate security questionnaire responses?
To automate security questionnaire responses, upload your questionnaire in any format (XLSX, DOCX, PDF, or portal). AI matches each question to your SOC 2 reports, security policies, and prior questionnaire responses, then generates a source-attributed draft with confidence scores. Reviewers verify sourced evidence rather than unattributed AI output. The system preserves approved responses so future questionnaires can reuse reviewed context. Tribble connects with existing compliance and evidence systems so current control context can flow into responses.
What questionnaire formats does Tribble support?
Tribble handles XLSX, DOCX, PDF, SIG Lite, SIG Full, CAIQ, and direct portal integrations. The AI parses question-answer structures automatically, regardless of format. Teams can upload a real questionnaire as soon as source access and review ownership are in place.
How does Tribble handle accuracy and compliance?
Every AI-generated answer includes a confidence score and links to the source documents it was drafted from. An internal consistency checker flags contradictions across answers before human review. Compliance teams review sourced evidence, not unattributed AI output. SOC 2 Type II certification, SSO, RBAC, and answer-level audit history are included.
Can Tribble work alongside our compliance platform?
Yes. Tribble complements compliance monitoring and evidence systems rather than replacing them. Your compliance platform keeps controls and evidence current; Tribble drafts the questionnaire responses that cite those approved sources and route sensitive items to the right reviewer.
What integrations are supported?
Tribble integrates with Salesforce, HubSpot, SharePoint, Google Drive, Confluence, Notion, Slack, Microsoft Teams, Gong, Clari, DocuSign, Box, OneDrive, and 40+ other tools. CRM integration is bidirectional. Expert routing works through Slack and Teams.
How long does onboarding take?
Onboarding starts by connecting the source systems and content your team already uses, then mapping review ownership, confidence rules, and export workflows around your current response process. Teams can begin with a focused workflow and expand once the first sources and reviewers are validated.
How does pricing work?
Tribble offers annual platform editions based on response volume, included projects, included Sales Agent users, and enterprise requirements. The pricing page shows the current edition structure, and sales can help map the right starting point for your team.
Can Tribble automate SOC 2 questionnaire responses?
Yes. Tribble maps SOC 2 Type II report sections, trust service criteria evidence, and security policy documents to questionnaire fields automatically. Each answer cites the specific SOC 2 control or policy it was sourced from, so reviewers verify evidence rather than unattributed output. Works alongside compliance evidence systems so current certification context and control evidence can flow into questionnaire responses. Also supports SOC 2, ISO 27001, GDPR, CCPA, PCI DSS, and enterprise risk review formats.

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Ready to see it on your questionnaires?

Book a demo to see how Tribble connects approved policies, drafts cited questionnaire answers, and routes review before submission.

See It On Your Questionnaires Compare Security Questionnaire Tools →

SOC 2 Type II · Source citations · SSO/RBAC · Expert routing