What is Rogue?
Rogue is proposal software built for government contractors. It helps teams respond to Requests for Proposals, Requests for Information, Sources Sought notices, and SBIR funding opportunities. Teams use it to cut the time spent on solicitation analysis, compliance checking, and first-draft writing. Rogue has since been acquired by Procurement Sciences AI.
Features & Benefits
- AI RFP Writer – Generate a structured proposal document automatically by entering a title, description, and template. Produces a complete draft without starting from a blank page.
- RFI Response Generator – Draft targeted responses to Requests for Information with AI-generated content scoped to the solicitation’s requirements.
- SBIR Proposal Generator – Produce Small Business Innovation Research submissions with compliance and technical structure built into the draft output.
- Whitepaper Generator – Create full whitepapers from a concept or outline for business development and thought leadership use.
- Compliance Matrix Generator – Upload an RFP and extract a full compliance matrix that maps all volumes, sections, and requirements automatically.
- Compliance Checker – Verify a draft’s compliance against the active RFP with a single click, surfacing gaps before submission.
- Gap Analysis – Identify missing requirements, underdeveloped sections, and structural weaknesses across a draft, with AI-generated recommendations for each.
- Instant Pink Team Draft – Pull context from existing documents into a new proposal to generate a review-ready draft without rebuilding structure from scratch.
- Precision Focus – Use the @ trigger inside the editor to reference uploaded Data Shelf content and incorporate it directly into the active document.
- Smart Bar – Highlight any text and apply AI editing actions — expand, condense, or paraphrase — without writing a prompt.
- Rogue AI Chat (Rogue One) – Query an AI assistant trained on uploaded documents and the active solicitation. Surfaces past performance snippets, resume content, and compliance items on demand.
- SAM.gov Search – Search SAM.gov contract opportunities with AI-assisted filtering to identify and prioritize high-fit solicitations.
- Past Performance Deep Dive – Extract relevant evidence from uploaded past performance records and generate narratives tailored to each solicitation’s evaluation criteria.
- Resume Deep Dive – Pull qualifications from uploaded team resumes and align them to proposal requirements automatically.
- Data Shelf – Store and organize past proposals, resumes, and past performance write-ups for reuse across future bids.
- Snippets – Save reusable content blocks and insert them into any document by selecting and clicking.
- Template Builder – Create, modify, and reuse proposal templates. Generate templates directly from uploaded RFPs based on AI-detected section structure, including Sections L&M mapping.
- Proposal Management (Kanban Board) – Track bids across pipeline stages with a drag-and-drop board that updates document status automatically.
- Collaborative Editing – Let multiple team members edit documents simultaneously with real-time updates, version control, and role-based workflows.
- Document History – Access and restore any prior version of a document saved automatically by the platform.
- Document Export – Transfer content to external writing tools using universal markup that preserves formatting.
- NIST 800-171 Compliance – Store and process Controlled Unclassified Information in a secure environment built to NIST 800-171 standards. Enterprise plans add on-premise deployment under NIST 800-53/FedRAMP Moderate.
- Data Isolation – Keep organizational content siloed in a private database. Uploaded data does not contribute to shared model training.
Real-World Applications
Contracting teams working against tight bid deadlines can use Rogue to compress the front end of the proposal cycle. When a new solicitation drops, uploading the RFP triggers automatic compliance matrix generation and section-level template creation. This proposal software turns what is typically a full day of manual solicitation review into an automated starting point.
Small businesses pursuing SBIR funding or responding to Sources Sought notices face the same time pressure with fewer staff. The SBIR generator and RFI response tools produce compliant, structured drafts that a small capture team can refine rather than write from zero. Teams can also search SAM.gov directly within the platform to identify opportunities earlier and decide which bids are worth pursuing before committing resources.
Proposal managers coordinating multi-volume responses across distributed writers may find the collaboration and pipeline tools useful for keeping work on track. The Kanban board moves each bid through defined lifecycle stages, while simultaneous editing lets multiple authors work on separate volumes without version conflicts. For teams that bid frequently, the Data Shelf builds an institutional content library — past performance, resumes, and prior wins — that feeds every future proposal.
Organizations that produce whitepapers and capability statements alongside formal bids can extend this proposal software beyond the RFP response workflow. The whitepaper generator converts an outline into a full business development document, while the Smart Bar handles in-line editing tasks without switching tools. Teams managing high proposal volume across multiple agencies can consolidate writing, compliance review, and content reuse into one platform.
