Upload. Draft. Review. Submit.
Federal, state, and local RFPs answered from your own FedRAMP documentation, NIST controls, and past performance narratives.
Tribble drafts sourced responses from your compliance documentation, past proposals, technical narratives, and regulatory evidence. Every answer carries a confidence score and a direct link to its source. Your contracts and compliance teams review evidence, not boilerplate.
Based on Tribble customer data, 2024-2026
Responses are informed by your full compliance posture -- FedRAMP documentation, NIST control implementations, past performance narratives, and prior proposals. Every answer addresses what the evaluation committee is actually scoring.
Every answer links directly to the compliance document, past performance reference, or technical narrative it was drafted from. Evaluators and your contracts team see evidence, not assertions.
Each draft carries a per-answer confidence score. Your team knows which answers need contracts or CISO review and which are ready to submit.
Government proposals often span multiple volumes. Tribble checks every answer against every other answer across the entire submission. Contradictions between the technical volume and the management volume are flagged before you submit.
Federal, state, and local procurement each has different evaluation criteria, different compliance requirements, and different documentation standards.
01 -- Federal
Federal proposals demand FAR/DFARS compliance, past performance narratives, technical approach volumes, and management plans -- often across hundreds of evaluation criteria. Tribble sources answers from your existing proposals, compliance documentation, and past performance references so every claim links to evidence.
02 -- Security
FedRAMP authorization and NIST assessments require detailed control implementation statements across hundreds of security requirements. Tribble drafts sourced answers from your SSP, POA&M, control narratives, and prior assessment responses -- then routes flagged items to your security team.
03 -- State & Local
SLED procurement follows different evaluation frameworks across jurisdictions. Tribble sources answers from your prior state and local proposals, certifications, and compliance documentation so responses are jurisdiction-aware without starting from scratch for each new state.
04 -- Defense & Intelligence
DFARS compliance, CMMC requirements, and IL4/IL5 deployment documentation require precise technical language with traceable evidence. Tribble maps each requirement to your existing compliance artifacts so every statement traces to an approved source your contracts officer can verify.
Compliance frameworks your proposals are evaluated against
Tribble sources proposal answers from your own compliance documentation and control implementations.
Tribble doesn't guess at compliance language. It drafts from your actual FedRAMP documentation, NIST control narratives, past performance references, and prior proposals. Every answer cites the specific source. Your contracts and compliance reviewers verify the citation, not the content. Teams reclaim 72% of the effort they used to spend on manual responses.
Every answer ships with a confidence score and a direct link to the source document. NIST control claims link to your SSP. Past performance claims link to your CPARs and past performance narratives. The consistency checker catches contradictions across volumes before anyone sees them.
Tribble checks consistency across all volumes of a federal proposal -- technical, management, past performance, and pricing volumes. Claims in your technical approach are checked against your management plan. Contradictions are flagged before submission, not during evaluation.
A government proposal team handling 8 proposals per month saves 1,100+ hours per year. In government contracting, every proposal you can't respond to is a contract vehicle you can't compete on. Run your own numbers below.
| Capability | Tribble | Responsive / RFPIO | Loopio |
|---|---|---|---|
| AI draft from knowledge base | ✓ Full RAG with source citation | ✓ Content library + AI draft assist | ✓ Content library + AI draft assist |
| First-draft reviewer approval rate | 95%+ | Not published | Not published |
| Source attribution | ✓ Every answer linked to source doc | Manual reference | Manual reference |
| Confidence scoring | ✓ Per-answer confidence | No | No |
| Cross-volume consistency | ✓ Checks across all proposal volumes | No | No |
| Expert routing (Slack/Teams) | ✓ Auto-routes by question type | Alert-based | Alert-based |
| Learns from completed proposals | ✓ Continuous learning loop | Library + some automated learning | Library + some automated learning |
| Government content published | Dedicated vertical | 0 government posts | 0 government posts |
| Onboarding time | 48 hours | 2-4 weeks | 2-4 weeks |
| SOC 2 Type II | ✓ | ✓ | ✓ |
General-purpose AI can't cite your SSP, reference your NIST control implementations, or produce output your contracting officer can verify.
| Tribble | DIY with ChatGPT / Claude | |
|---|---|---|
| Knowledge source | Your FedRAMP docs, NIST controls, past proposals, compliance artifacts | 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 proposal | No memory between sessions. Starts from zero every time |
| Cross-volume consistency | ✓ Catches contradictions across all proposal volumes | No. Technical volume can contradict management volume |
| Expert routing | ✓ Flags low-confidence answers to CISO, contracts, or engineering via Slack | You manually decide who reviews what |
| Compliance audit trail | ✓ SOC 2 Type II, full audit log per answer | Your contracting officer cannot verify unattributed AI output |
| Format handling | ✓ XLSX, DOCX, PDF, government portals. Parses structure automatically | You copy-paste questions one at a time |
| Total cost of ownership | Predictable subscription. 48h to first proposal | Months of prompt engineering, no audit trail, no consistency, no learning |
General-purpose AI generates text. Tribble generates sourced, auditable answers from your actual compliance documentation that your contracting officer can verify.
The other side of the equation
A NIST control implementation that contradicts your SSP. A past performance narrative that doesn't match your CPARS. A technical approach that conflicts with your management plan. Government evaluators are trained to find these gaps. One inconsistency across volumes can move your score from competitive to non-responsive. The ROI calculator above shows what you gain. This is what you risk every time a proposal goes out without source-linked evidence.
See How Tribble Eliminates the RiskBring a real government RFP. We show you sourced answers from your own compliance documentation. No prep, no commitment.
★★★★★ 4.8/5 on G2 · SOC 2 Type II · No Implementation Fee · 48-Hour Onboarding