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Tribble

Tribble automates governed, source-cited responses for commercial RFPs, DDQs, security questionnaires, and proposals.

Editorial score

4.0 /5
How we scored it

Is Tribble worth it?

Nick Oscar
Editor, Reviews.vc · Updated September 18, 2026
Good For

REST API and webhooks provide an extension path for tools outside the named integration set.

Caution

Deal Intelligence, Enterprise, and added response capacity do not have public prices.

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On this page

Tribble is a strong option for commercial response teams that need governed, source-cited answers for RFPs, DDQs, security questionnaires, proposals, and buyer follow-up. Its documented workflow combines questionnaire parsing, requirements handling, approved-source retrieval, drafting, reviewer routing, approval, and export.

The platform is most relevant to mid-market and enterprise teams with recurring volume and multiple subject-matter experts. Its $30,000-per-year starting plan and sales-focused enterprise controls make it less suited to small teams with occasional responses or specialized public-sector proposal workflows.

What is Tribble?

Tribble is an AI response automation and governed knowledge platform for enterprise commercial questionnaires and proposals. Its Respond product supports RFPs, DDQs, and security questionnaires, while Tribble Brain brings governed answers into Slack, Microsoft Teams, sales preparation, and buyer follow-up.

The platform is designed for buyer-facing response work rather than buyer-side procurement or specialized government proposal compliance.

Response workflows and outputs

Tribble’s response flow starts with questionnaire intake and mapping questions or requirements. It retrieves approved sources and deal context, produces buyer-specific cited drafts with confidence context, routes uncertain or sensitive answers to subject-matter experts, and then supports approval and export.

It covers full RFPs, security questionnaires, DDQs and investor diligence, quick-turn RFIs, and proactive proposals. Named formats include XLSX, DOCX/Word, PDF, portal exports, and client-format exports. Detailed support for compliance matrices, redline comparison, translation, offline authoring, or write-back to every buyer portal is not established.

Knowledge grounding and controls

Tribble can draw from prior proposals and approved response history, product materials, policies and security evidence, CRM and deal context, call notes, approved claims, and reviewer decisions. Its stated controls include citations, confidence context, ownership and reviewer context, permission-aware retrieval, human approval, audit history, and escalation for low-confidence or sensitive answers.

For security questionnaires, it also offers a cross-answer consistency check designed to surface contradictions. Knowledge connectors can synchronize in the background, but refresh timing, citation accuracy, review-date enforcement, and answer accuracy are not guaranteed.

Collaboration and integrations

Tribble routes low-confidence or sensitive answers to designated SMEs through Slack or Microsoft Teams and retains ownership, review status, approval, and audit context. SMEs and approvers can participate in Respond without full sales licenses.

Its 15+ reported integrations include Salesforce, HubSpot, Salesforce CPQ, Google Drive, SharePoint, OneDrive, Confluence, Notion, Box, Slack, Microsoft Teams, Gmail, Outlook, Gong, Clari, Okta, Microsoft Entra ID, and Google Workspace. It also offers REST API and webhook connections. Custom integrations, SSO, SCIM, and RBAC may be scoped to sales.

Who should consider Tribble?

Tribble is best for mid-market and enterprise organizations handling dozens of commercial RFPs, DDQs, or security questionnaires each year. It is especially relevant for teams of about five or more writers, coordinators, or reviewers that need recurring SME, legal, security, compliance, or investor-diligence input.

Proposal and bid teams, sales engineering, security and compliance, vendor risk, investor relations, and revenue teams can use it when answers must go through review and reach buyers in Word, Excel, or portal-oriented formats. It is a weaker fit for organizations looking for a dedicated public procurement or government proposal platform.

Buyer scenarios

Where the product fits — and where to be careful

Commercial response teams with recurring questionnaires

Need
Handle a steady flow of RFPs, DDQs, security questionnaires, and proposals while coordinating several SMEs and approvers.
Why it fits
Respond combines approved-source retrieval, cited drafting, confidence context, SME routing, approval, and export across commercial response formats.
Watch out
It is not positioned as specialized software for FAR/DFARS compliance, SAM.gov opportunity discovery, mandated federal forms, or public-sector bid portals.

Strong fit

Security, compliance, and vendor-risk response teams

Need
Produce controlled answers for security questionnaires and vendor-risk or diligence reviews.
Why it fits
Tribble supports security evidence, permission-aware retrieval, escalation, audit history, cross-answer consistency checks, and formats used in buyer reviews.
Watch out
SSO, SCIM, RBAC, custom integrations, and other enterprise needs may require sales scoping.

Good fit when enterprise controls are scoped

Pros & Cons

Pros

  • REST API and webhooks provide an extension path for tools outside the named integration set.
  • Strong answer controls include approved-source retrieval, confidence context, permissions, audit history, and human approval.
  • Supports 15+ reported integrations across CRM, storage, collaboration, identity, and sales systems.
  • Proposal Automation includes unlimited reviewers and guided implementation.

Cons

  • Deal Intelligence, Enterprise, and added response capacity do not have public prices.
  • Enterprise controls such as SSO, SCIM, RBAC, and custom integrations may require sales scoping.
  • It is not positioned for specialized government-proposal compliance or public-procurement workflows.
  • Detailed public support for compliance matrices, redline comparison, translation, offline authoring, and universal portal write-back is not established.
Editorial score breakdown

Editorial scores

Editorial score
4.0
Collaboration and integrations
4.0

Tribble supports SME and approver routing, Slack and Teams collaboration, ownership and approval context, audit history, and a broad set of named integrations, with some enterprise controls sales-scoped.

Response workflows
4.0

Tribble supports questionnaire intake, requirement mapping, approved-source retrieval, cited drafting, confidence context, SME routing, approval, and exports across key commercial response formats.

Knowledge and answer controls
4.0

Approved-source retrieval, citations, confidence context, permissions, escalation, human approval, audit history, synchronization, and security-questionnaire consistency checks provide substantial controls, without an accuracy guarantee.

Usability, support & value Not scored

User-review evidence was insufficient to score usability, support, or value.

Pricing and contract model

Tribble publicly lists a $30,000-per-year starting price for Proposal Automation. Deal Intelligence, Enterprise, added capacity, and some enterprise controls require sales scoping.

PlanPriceIncludes
Proposal Automation
$30,000
per year
Includes 50 annual projects, source-cited answers, unlimited reviewers, and guided implementation.
  • The stated starting project cost is $600 when spread across 50 included annual projects.
  • SSO, SCIM, RBAC, custom integrations, rollout support, and SLA requirements may be scoped as enterprise needs.

Integrations

Documented connections and access methods for Tribble.

CRM

Salesforce Native
HubSpot Native

Messaging & collaboration

Slack Native
Microsoft Teams Native

Developer/API

REST API and webhooks Public API

Document storage

Google Drive Native
SharePoint Native
Box Native

Identity/SSO

Okta and Microsoft Entra ID Native
  • Tribble reports 15+ integrations across CRM, content, collaboration, call, identity, storage, and workflow systems.
  • Custom integrations, SSO, SCIM, and RBAC may be scoped as enterprise needs.

What's new

Recent product and company updates

  • 2024-07-16

    Tribble Releases Tribblytics

    Tribble launched Tribblytics, an analytics capability for viewing AI Agent performance, and reported 125,000 agent interactions on the platform.

    Source
  • 2024-11-11

    Tribble integrates with Box

    Tribble announced a Box integration that lets its AI Agent access and synthesize unstructured enterprise content.

    Source

FAQ

How much does Tribble cost?
Proposal Automation starts at $30,000 per year for 50 annual projects. Deal Intelligence and Enterprise require a sales conversation, and additional capacity is scoped by volume and workflow complexity.
What response work can Tribble handle?
Tribble supports RFPs, RFIs, DDQs, security questionnaires, investor diligence, proposals, and buyer-facing follow-up. Its workflow covers intake, question and requirement mapping, drafting, review, approval, and export.
How does Tribble control response quality?
Tribble uses approved-source retrieval, source citations, confidence context, owner and reviewer context, escalation for low-confidence or sensitive answers, human approval, audit history, and permission-aware retrieval. It does not provide an accuracy guarantee.
Which formats can Tribble work with?
Publicly named workflows include XLSX, DOCX/Word, PDF, portal exports, and client-format export.
Who is Tribble best for?
Tribble is suited to mid-market and enterprise teams with recurring commercial RFP, DDQ, or security-questionnaire volume, multiple SME contributors, and legal, security, compliance, or investor-diligence review needs.
Review transparency Corrections policy
Change history
  1. 2026-09-18 Initial publication First published version of this review.
12 sources analyzed
  1. Tribble tribble.ai
  2. Tribble Respond tribble.ai
  3. Tribble Pricing tribble.ai
  4. Tribble Platform tribble.ai
  5. Tribble Integrations tribble.ai
  6. RFP Automation tribble.ai
  7. Security Questionnaires tribble.ai
  8. Tribble Releases Tribblytics globenewswire.com
  9. Tribble integrates with Box globenewswire.com

Showing 9 of 12 sources · 3 additional sources analyzed

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  • Collaboration and integrations
  • Response workflows
  • Knowledge and answer controls
  • Usability, support & value