Your security team shouldn't spend weeks on repetitive vendor questionnaires.
Tribble drafts compliance-ready answers from your approved policies, SOC 2 evidence, and past responses every answer with a confidence score and a direct link to its source. Your team reviews. They don't rewrite.
Based on Tribble customer data, 2024-2026
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.
Every answer links directly to the policy or certification it was drafted from. Your security team sees the evidence, not just the output.
Each draft carries a per-answer confidence score so your team knows exactly which answers need expert review and which are ready to ship.
Tribble checks every answer against every other answer in the questionnaire. Contradictions across 200+ items are flagged before you submit.
Vanta and Drata are compliance platforms. They prove you're compliant. Tribble answers the questions that come after. Tribble drafts sourced answers from your SOC 2 report, policies, and past questionnaires. Teams reclaim 72% of the effort they used to spend on response drafting.
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.
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.
A team of 6 doing 8 Questionnaires per month saves 1,300+ hours per year. That unlocks 14+ additional deals. At $75K average deal size, that's $400K+ in annual value. Run your own numbers below.
| Capability | Tribble | Responsive / RFPIO | Loopio |
|---|---|---|---|
| AI draft from knowledge base | ✓ Full RAG with source citation | ✓ Content library + AI draft assist | ✓ Content library + AI draft assist |
| First-draft reviewer approval rate | 95%+ Approved with 3 or fewer edits | Not published | Not published |
| Source attribution | ✓ Every answer linked to source doc | Manual reference | Manual reference |
| Confidence scoring | ✓ Per-answer confidence | No | No |
| Internal consistency check | ✓ Cross-answer contradiction detection | No | No |
| Expert routing (Slack/Teams) | ✓ Auto-routes by question type | Alert-based | Alert-based |
| CRM integration | ✓ Bidirectional (SF, HubSpot) | Salesforce, HubSpot + others | Salesforce, HubSpot + others |
| Learns from completed RFPs | ✓ Continuous learning loop | Library + some automated learning | Library + some automated learning |
| Onboarding time | 48 hours | 2-4 weeks | 2-4 weeks |
| SOC 2 Type II | ✓ | ✓ | ✓ |
General-purpose AI can't cite your SOC 2 report, reference your specific policies, or produce output your compliance team can sign off on.
| 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 | No. The model is equally confident whether it's right or hallucinating |
| Learns from your wins | ✓ Gets smarter with every completed questionnaire | No memory between sessions. Starts from zero every time |
| Cross-answer consistency | ✓ Catches contradictions across 200+ answers | No. Question 47 can contradict question 12 and the model won't notice |
| 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, full audit log per answer | Your compliance team cannot sign off on unattributed AI output |
| Format handling | ✓ XLSX, DOCX, PDF, portals. Parses structure automatically | You copy-paste questions one at a time |
| Total cost of ownership | Predictable subscription. 48h to first questionnaire | Months of prompt engineering, no audit trail, no consistency, no learning. Your best people become prompt babysitters |
General-purpose AI generates text. Tribble generates compliance-ready, sourced, auditable answers that your compliance team can sign off on and your CISO can sign off on.
The other side of the equation
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.
See How Tribble Eliminates the RiskBring a real questionnaire. We show you sourced, compliance-ready answers from your own policies. No prep, no commitment.
★★★★★ 4.8/5 on G2 · SOC 2 Type II · No Implementation Fee · 48-Hour Onboarding