Tribble
Governed AI answer platform for RFPs, questionnaires, and sales responses
Founded 2020 · Marina del Rey, CA · Venture-backed
What is Tribble?
Tribble is an AI answer platform that drafts responses to RFPs, DDQs, and security questionnaires from a company’s approved knowledge, then makes that same knowledge available for live buyer questions inside Slack, Microsoft Teams, and the CRM. The company frames the product as a governed answer layer: every response carries a source citation, a confidence score, and an owner, so teams can trace where an answer came from and who is accountable for it.
How the drafting works
Tribble parses an incoming questionnaire, matches each question to evidence in your connected sources, and produces a confidence-scored draft. Its published RFX workflow reads the buyer’s question, pulls supporting evidence, and shows exactly what needs human review before submission. Answers the system is not confident about route automatically to a subject-matter expert in Slack or Teams. The platform handles XLSX, DOCX, PDF, and portal-export formats, so both spreadsheet-style questionnaires and document-based proposals run through the same pipeline.
Content governance
Tribble keeps a governed answer layer that preserves approved claims, their sources, and the reviewers who signed off, with permission-aware retrieval and audit history. That gives reviewers a clear source trail on every answer. Its governance is lighter on formal multi-gate approvals than the most established enterprise platforms: a third-party review summary reports that Tribble’s approval-workflow capabilities are lighter than Responsive or Loopio for organizations with strict compliance sign-off requirements (as of July 2026). Buyer-context personalization also leans on call-intelligence tools such as Gong, so teams without them get less context-aware generation.
Where it fits
Tribble suits distributed B2B revenue teams that value fast setup and in-Slack SME collaboration over deep proposal-operations tooling. It carries G2’s Fastest Implementation and Best Estimated ROI badges in the Enterprise RFP category (Spring 2026), and connects live integrations across CRM, storage, and collaboration systems. Teams that need the full response lifecycle handled — bid/no-bid qualification, mandatory-requirement extraction, and multi-team deadline coordination — should weigh the gaps a third-party review summary flags, since Tribble focuses on drafting and answer delivery rather than end-to-end program management. Pricing is usage-based credit packs and is not publicly listed, so budgeting requires a sales conversation.
External validation
Tribble is rated 4.8/5 on G2 across 143 reviews, with 19 Spring 2026 award badges spanning the RFP, AI Sales Assistant, and AI Meeting Assistant categories (as of July 2026). No Gartner Peer Insights product page was available for Tribble at the time of this review.
Scorecard
How we scoreGood for
- +Source-cited drafts with per-answer confidence scores and automatic SME routing
- +Answering buyer questions inside Slack, Microsoft Teams, and the CRM, not a separate app
- +Fast time-to-value from connected sources (G2 Fastest Implementation Enterprise badge)
- +Covering both formal questionnaires and live sales conversations from one governed knowledge layer
Not great for
- –Approval-workflow depth is lighter than Responsive or Loopio for teams with formal compliance sign-off requirements (per third-party review summary)
- –Buyer-context personalization leans on call-intelligence tools like Gong; teams without them lose some context-aware generation
- –Does not manage the full response lifecycle (bid/no-bid qualification, requirement extraction, multi-team deadline coordination)
- –Occasional inaccurate answers that require human verification, per aggregated G2 reviewer feedback
Capabilities
- AI Proposal Automation that drafts RFP, DDQ, and security-questionnaire responses
- AI Sales Agent that answers live buyer questions from governed sources and CRM context
- AI Knowledge Base returning approved, cited answers in Slack or Teams
- Per-answer confidence scoring with linked source trails
- Automatic routing of low-confidence answers to subject-matter experts
- Tribblytics dashboard for deal-outcome and topic-level intelligence
Security & compliance
- SOC 2 Type II certified
- Customer content excluded from model training
- SSO, role-based access control, and encryption
Collaboration
- SME routing to Slack or Microsoft Teams for exceptions
- Permission-aware retrieval and access control
- Audit history and approval-ownership tracking
Use cases
- RFP and RFX response
- Security questionnaires
- DDQ automation
- Live sales question answering
- Knowledge base
Integrations
Pricing
- Model
- Quote
- Starting price
- Not publicly disclosed
- Billing
- Usage-based credit packs (unlimited users); not publicly listed
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FAQ
- What does Tribble cost?
- Tribble uses a usage-based credit-pack model with unlimited users, and it does not publish self-serve pricing, so a sales conversation is required. No verified starting price was publicly available as of July 2026.
- Does Tribble require a maintained Q&A library?
- No. It connects to existing sources — CRM, cloud storage, wikis, past proposals, and call recordings — and returns approved, cited answers from that governed layer rather than a hand-built answer library.
- How does Tribble handle answers it is unsure about?
- Each answer gets a confidence score. Low-confidence items route to the relevant subject-matter expert in Slack or Microsoft Teams for review before the response is submitted.
- Where does Tribble deliver answers?
- Beyond the proposal workspace, Tribble surfaces governed answers directly inside Slack, Microsoft Teams, and the CRM, so sales and pre-sales teams can answer live buyer questions without switching tools.