Upload. Draft. Review. Win.
From RFPs to DDQs to investor questionnaires, your team answers the same compliance questions hundreds of times a year.
Tribble drafts sourced responses from your ADV filings, offering memoranda, compliance manuals, and past submissions, with every answer carrying a confidence score and a link to its source. Your compliance team reviews evidence, not boilerplate.
Based on Tribble customer data, 2024-2026
Answers are shaped by the full deal and relationship context, from investor priorities to regulatory requirements, so each response fits the audience.
Every answer cites the regulatory filing or compliance document it was drafted from, giving reviewers the evidence behind the claim.
Per-answer confidence scores highlight which answers need compliance team review and which are ready to send.
Tribble checks responses across RFPs, DDQs, and investor questionnaires so contradictions are flagged before submission.
Every answer Tribble drafts links directly to your specific ADV, offering memorandum, or compliance manual section. Your CCO reviews the source citation, not unattributed AI output. The consistency checker catches contradictions across the entire response before submission. Compliance teams trust it because they can verify every claim in seconds.
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.
SOC 2 Type II certified. Data encrypted in transit and at rest. SSO support. No customer data used for model training. Integrates with SharePoint, Google Drive, Confluence, Slack, Teams, and your existing document management. Expert routing sends regulatory questions to compliance, investment questions to portfolio managers.
A financial services operations team handling 12 RFPs and DDQs per month saves 1,500+ hours per year. That means more capital raises closed, more vendor approvals completed, and more institutional mandates won. Run your own numbers below.
| Capability | Tribble | Responsive / RFPIO | Loopio |
|---|---|---|---|
| AI draft from knowledge base | ✓ Full RAG with source citation | AI-assisted drafting from content library | AI trained on historical answers |
| 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 | In-app workflow | Slack, Teams, in-app |
| CRM integration | ✓ Bidirectional (SF, HubSpot) | 20+ integrations incl. SF | SF, Copilot 365 |
| Learns from completed RFPs | ✓ Continuous learning loop | Library + some automated learning | Library + some automated learning |
| Onboarding time | 48 hours | 4-8 weeks | 2-6 weeks |
| SOC 2 Type II | ✓ | ✓ | ✓ |
General-purpose AI can't cite your ADV filing, reference your compliance manual, or produce answers your CCO can sign off on. In financial services, unattributed output is a regulatory risk.
| 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 RFP | 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 RFP | Months of prompt engineering, no audit trail, no consistency, no learning. Your best people become prompt babysitters |
General-purpose AI generates text. Tribble generates compliant, sourced, auditable answers that your compliance team can sign off on and your CCO can sign off on.
The other side of the equation
A DDQ answer that conflicts with a prior RFP or cites the wrong compliance source can turn a routine review into a credibility problem. The ROI calculator shows the operating leverage, but the downside is trust that is hard to rebuild.
Calculate Your ExposureRFP and DDQ automation for financial services is the use of AI to read incoming questionnaires, match each question to approved source documents, draft answers with source citations and confidence scores, and route low-confidence items to the right SME for review. For financial services teams, this covers RFPs from institutional allocators, DDQs from limited partners and fund-of-funds, ODD questionnaires, investor assessments, and security questionnaires from enterprise clients. The AI reads your approved content library including fund docs, ADV filings, compliance documentation, and past winning responses, then generates a complete first draft that compliance teams can review rather than rewrite.
Yes. Tribble is SOC 2 Type II certified and built for financial services compliance requirements. Data is encrypted at rest and in transit. Role-based access controls and a full audit log per answer mean every response is traceable to the source document, reviewer, and approval timestamp. Tribble can operate in single-tenant configurations for firms with strict data residency requirements. For firms running under SEC, FINRA, FCA, or similar regulatory frameworks, the audit trail supports recordkeeping obligations. Many teams run Tribble alongside their existing compliance review workflows rather than replacing them , the AI drafts and sources, compliance reviews and approves.
48 hours from signed contract to your first AI-drafted response. There is no implementation fee, no multi-week setup, and no migration required. Connect your document sources (SharePoint, Google Drive, Confluence, or file upload), upload past responses and fund docs, and the AI begins learning from your content immediately. Most teams complete their first live RFP or DDQ draft within the first week. For enterprise deployments with SSO, API integrations, or custom data connectors, your account team works with IT during the first 5 business days.
Bring a real RFP or DDQ. We show you sourced, compliance-ready answers from your own fund documentation. No prep, no commitment.
★★★★★ 4.8/5 on G2 · SOC 2 Type II · No Implementation Fee · 48-Hour Onboarding