Who uses it
Response teams with deadlines.
Proposal managers, DDQ owners, security reviewers, sales engineers, and SMEs use it to move questionnaires through review.
AI Proposal Automation
Part of Deal IntelligenceUpload the questionnaire. Get sourced answers.
Upload the questionnaire. Tribble drafts answers from approved knowledge, cites every source, scores confidence, and routes exceptions to the right expert. Your team reviews the hard ones instead of rewriting the easy ones.
Built for response teams that need sources, confidence, and expert review on every answer.
AI-drafted response with source attribution
Past RFPQ4 Meridian win
PolicyData retention v3.2
CallSE walkthrough
RFP Q47: Describe your data retention policies, including deletion workflows and audit logging capabilities.
Data retention is configurable per workspace with admin-defined policies. Deletion follows an audited workflow requiring manager approval, and every action is logged with user, timestamp, and source reference.
Data Retention Policy v3.2
SOC 2 Report §4.1
Meridian RFP (won)
Confidence94%
Sources3 cited
ReviewAuto-approved
Drafting
Answers from approved sources
Review
Exceptions routed to owners
Expert Time
Only exceptions routed
Output
Buyer-ready export context
From questionnaire to answer
Response automation is where deal intelligence turns into buyer-ready copy.
Instead of searching a library and pasting old answers, the system finds current, relevant knowledge - policies, past wins, CRM context, call insights - and generates a new response grounded in those sources. Every answer shows where it came from. Uncertain answers route to the expert who owns the source of truth. And every won proposal feeds the shared knowledge graph, making the next sales call, knowledge base answer, and future proposal stronger.
Questionnaires without the scramble
One response engine for RFPs, DDQs, and security reviews.
Tribble handles the shared mechanics of response work - mapping questions, drafting from sources, routing exceptions, and preserving what worked - while each buyer workflow keeps its own evidence bar and operating model.
What it connects
Questionnaires to approved knowledge.
RFPs, DDQs, security forms, policies, past responses, product docs, CRM context, and call insights feed the draft.
What it produces
Mapped questions and sourced drafts.
Teams get parsed questions, drafted answers, citations, confidence context, SME routing, and export-ready response work.
Where it shows up
Inside RFP, DDQ, and security workflows.
The same response engine adapts to each workflow page without forcing every buyer motion into one generic proposal story.
Five response motions, one engine
Different deadlines, different evidence bars. Same governed automation.
Proposal automation is not one workflow. It is five distinct response motions, each with different timelines, stakeholders, and evidence requirements.
Full RFP response
120 questions, 10-day deadline, 6 SMEs involved
Upload the Excel or Word doc. Tribble maps every question, drafts answers from past wins and current policies, flags 15% that need expert review, and routes each to the right SME with deadline context. First-pass draft in hours, not days.
Security questionnaire
SOC 2, ISO, HIPAA evidence mapped to 200 control questions
Security questionnaires demand specific policy citations. The engine pulls from your SOC 2 report, security policies, and prior approved responses. Each answer shows the exact document section and last review date. Compliance reviewers verify instead of draft.
DDQ for investor diligence
Fund documents, operating memos, and regulatory filings in one answer set
The engine reuses approved answers across ODD, investor diligence, and fund-level questionnaires, updating only what changed since the last filing.
Quick-turn RFI
Same-day response, 15 questions, no time for SME review
The engine identifies questions it can answer at 90%+ confidence from approved sources, drafts the full response, and exports. Proposal manager reviews and ships in under 2 hours.
Proactive proposal
No questionnaire received. Build the pitch document from deal context
AE asks for a tailored proposal deck based on discovery call notes, competitive positioning, and the buyer's stated requirements. The engine pulls relevant case studies, product answers, and pricing context from the knowledge graph into a draft the AE can customize.
AI Proposal Automation is one of three capabilities on the Tribble platform. Every won response becomes governed knowledge that sharpens sales conversations and future proposals through the shared graph.
See how all three capabilities compoundDraft, route, submit
From uploaded questionnaire to submitted response.
Upload the document, map the questions, draft with evidence, route exceptions, and export in the buyer's format.
01
Upload any format
Drop an RFP, DDQ, security questionnaire, or RFI. Excel, Word, PDF, or portal export. Tribble maps the questions automatically.
02
AI drafts with sources
Each answer comes with a confidence score and the sources it drew from. Your team sees the evidence before they approve.
03
Experts handle exceptions
Low-confidence or sensitive answers route to the right SME via Slack or Teams. Routine answers pass through with source verification.
04
Submit and learn
Export in the buyer's format. Win/loss outcomes feed back into the system so future responses get stronger with every cycle.
"I need the approved answer, the source behind it, and a clear reviewer for anything uncertain before this leaves the company."
What response owners are really asking forWhy Teams Switch
Static libraries made sense in 2018. Your deals moved on.
Legacy proposal tools ask you to maintain a content library and hope the answers stay current. Tribble generates responses from your living knowledge — policies, past wins, CRM context, and call insights — so answers improve instead of going stale.
Static library toolsSearch old answers. Copy. Paste. Hope it's still accurate.
TribbleGenerate a new answer from current, sourced knowledge.
Generic AIPlausible-sounding answers with no company evidence behind them.
TribbleEvery answer shows the source, confidence, and review status.
Manual coordinationSlack threads, email chains, spreadsheets tracking who owns what.
TribbleAutomatic routing to the right SME with deadline context.
Switching from Loopio, Responsive, or Qorus? Import your content library and connect it to the sources that keep answers current.
Explore by response type
One engine, specialized for each buyer workflow.
The core automation handles mapping, drafting, source context, exception routing, and export. Each response type keeps its own buyer language, evidence bar, and operating model.
RFP Automation
Response deadlines that used to take weeks now take hours.
For proposal teams drowning in volume, tight deadlines, and SME bottlenecks. Upload the RFP, get sourced drafts, route the exceptions.
- Proposal managers
- Sales engineering
- Revenue operations
DDQ Automation
Investor diligence answered from governed fund knowledge.
For financial services teams handling DDQs, ODD, investor requests, and repeat due diligence packs on tight timelines.
- Asset management
- Private markets
- Investor relations
Security Questionnaires
Clear vendor risk reviews without pulling security off their real work.
For teams clearing SOC 2, ISO, HIPAA, and enterprise procurement reviews that block revenue.
- Security teams
- Compliance teams
- Enterprise sales
Audit trail included
Every answer has a full audit trail before it leaves your company.
For regulated teams, a fast answer is worthless if you cannot prove where it came from, who approved it, and whether the source is still current. Tribble's proposal automation runs on the same governed platform as the Knowledge Base and Sales Agent.
Source attribution on every answer
Confidence scoring
Expert routing for exceptions
Win/loss outcome learning
SSO & SCIM
Audit logs
See full enterprise controls on the platform page
Find the manual work
Measure the cost of slow, manual responses.
Estimate the hours and dollars trapped in questionnaire volume, answer drafting, SME review, formatting, and rework.
See how much your team loses to manual drafting every month.
Use your volume, answer time, SME review load, and rework rate to model where automation changes the response cycle.
Calculate proposal ROI
Monthly questionnaires
RFPs, DDQs, security reviews, and RFIs your team handles each month.
Questions per document
Average number of questions or line items per questionnaire.
Minutes per answer
Time spent finding sources, drafting, and formatting each response.
Rework rate
Percentage of answers requiring significant rewrite after first draft.
Every answer gets smarter
Calls, knowledge, and outcomes improve the next proposal.
When a rep learns something on a call, it strengthens the next draft. When a proposal wins, that answer becomes trusted knowledge for the next deal.
AI Knowledge Base
The approved answers your proposals draw from.
Proposals source answers from the same governed knowledge your sales and security teams use daily.
AI Sales Agent
Call insights feed proposal quality.
Competitive objections, buyer requirements, and deal context from sales conversations make proposals more relevant.
Deal intelligence
Win/loss intelligence closes the feedback loop.
Outcome tracking at the answer level shows which content wins and where the knowledge needs updating.
Built for regulated review
The same engine, tuned for your compliance environment.
Regulated industries need more than fast drafts. They need audit trails, source verification, and answers that match the language their reviewers expect.
01
Financial Services
DDQs, investor diligence, and regulatory questionnaires with fund-specific precision.
For asset managers, banking teams, and fintechs where one wrong answer in a DDQ can kill an allocation.
02
Healthcare
Health system RFPs and HIPAA questionnaires with clinical accuracy.
For teams selling into health systems where clinical, privacy, and procurement language must be precise.
03
Enterprise Tech
Security questionnaires and technical evaluations with architecture context.
For SaaS companies clearing SOC 2, ISO, and vendor security assessments at enterprise scale.
Where teams start
Start with proposal automation when questionnaires are blocking revenue.
Proposal automation can begin with one high-volume response motion, then expand into the knowledge base and sales agent as the same approved answers become useful before and after the questionnaire.
- Best first step when RFPs, DDQs, or security questionnaires create deadline pressure.
- Workflow pages define the format-specific motion, owners, and evidence requirements.
- Connects to AI Knowledge Base when the same answers need to be available outside questionnaires.
- Connects to AI Sales Agent when calls and objections need to improve the next response.
Build the proposal case
Guides for teams replacing manual response work.
Choose the right platform
Best AI proposal management software in 2026
Compare the tools proposal teams use for drafting, review, source control, and response operations.
Modernize RFPs
RFP response automation with AI: the complete guide
See how sourced drafting, SME routing, and answer reuse change enterprise RFP work.
Estimate savings
Show the cost of manual response work.
Model your team's volume, turnaround, and rework rate to see what faster drafting can recover.
Customer story
How Abridge sped healthcare questionnaire work.
See how a healthcare AI team used sourced answers and review-first workflows to move security assessments faster.
Before rollout
Questions buyers ask before they trust AI with proposals.
Will the AI just paste old answers like our current tool?
No. Tribble generates new answers grounded in your current sources. It uses past wins as context, not as a clipboard. If a policy was updated last week, your next proposal reflects that — automatically.
What if the AI is wrong?
Every answer has a confidence score. Low-confidence answers are flagged and routed to the right SME before they reach the buyer. Your team always has final approval. Nothing goes out without a human sign-off.
How long does it take to go live?
Implementation depends on your source systems, content quality, review workflow, and questionnaire formats. Existing content libraries can become part of the knowledge foundation.
Can our SMEs review without leaving Slack?
Yes. Expert review requests arrive in Slack or Microsoft Teams with the question, draft answer, sources, and deadline. SMEs approve, edit, or escalate without switching tools.
See the response workflow
See how Tribble supports RFP, DDQ, and security questionnaire response.
Walk through how Tribble connects approved sources, drafts cited answers, shows confidence context, and routes expert review for the workflows your team handles.
Bring your next RFP