Upload. Draft. Review. Win.
Win more in financial services
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.
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 | Static RFP library | Legacy response platform |
|---|---|---|---|
| AI draft from knowledge base | ✓ Retrieval from governed sources with citations | Drafting from stored answer content | Drafting from historical answer content |
| Reviewer workflow | Source, confidence, owner, and audit context | Manual review after draft | Manual review after draft |
| 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) | Connector-dependent | Connector-dependent |
| Learns from completed RFPs | ✓ Continuous learning loop | Library updates require upkeep | Library updates require upkeep |
| Migration approach | Guided setup around your approved sources | Library cleanup and admin-led setup | Library cleanup and admin-led setup |
| 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 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 compliant, sourced, auditable answers that compliance and operating teams can review with the source trail intact.
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 ExposureBring a real RFP or DDQ. We show you sourced, compliance-ready answers from your own fund documentation. No prep, no commitment.
SOC 2 Type II · Source citations · SSO/RBAC · Expert routing