Winning content exists — it's just buried in your file system.
Every AEC firm sits on years of proposal content — project narratives, qualification statements, team bios, approach descriptions — scattered across shared drives, inboxes, and individual desktops. When a new RFP lands, the marketing team starts the same hunt: digging through PDFs, pinging colleagues, and rewriting language that was already perfected two pursuits ago.
A centralized proposal library with AI that actually understands your work.
The system ingests your entire archive of past proposals, statements of qualifications, and project descriptions into a single searchable library. AI trained on your firm's own content surfaces the highest-performing language, recommends relevant project experience, and generates tailored proposal sections — all in the voice your clients already know.
Intelligent Content Search
Natural-language search across your entire proposal archive — no more hunting through folders and file names.
AI Draft Generation
Tailored proposal language generated from your past wins, not generic templates.
RFP Compliance Checks
Automated verification that every requirement in the RFP is addressed — before the first draft is even finalized.
Source Traceability
Every generated section links back to the original project or proposal it was drawn from — full context, always.
Asset Integration
Project images, team resumes, and firm data pulled directly into the proposal workflow — no switching between systems.
Go/No-Go Analysis
Quickly assess pursuit fit by matching RFP requirements against your firm's actual project history and capabilities.
Every pursuit type has its own pressure.
RFP & RFQ Responses
- Compliance matrix populated automatically from the RFP document — no line-by-line manual tracking.
- Relevant project experience and personnel surfaced instantly based on scope keywords and selection criteria.
- First draft assembled in minutes, giving the team time to focus on strategy rather than assembly.
Statements of Qualifications
- Boilerplate sections kept current and consistent across every submission — no version drift.
- Firm-wide project database queried by sector, size, and geography to match the strongest experience to each opportunity.
- Team bios and resumes auto-tailored to emphasize experience relevant to the specific pursuit.
Shortlist & Interview Prep
- Prior proposal language and project narratives compiled into presentation-ready talking points.
- Selection criteria mapped against your submitted materials to identify gaps before the interview panel does.
- Historical win/loss patterns surfaced to refine positioning and differentiation strategy.
The real expense isn't the pursuit — it's the process.
| Bottleneck | Consequence | Impact |
|---|---|---|
| Content hunting | Hours spent locating past project descriptions and boilerplate | TimeCost |
| Inconsistent messaging | Different proposals tell different stories about the same firm | QualityRisk |
| Missed requirements | RFP criteria overlooked under deadline pressure | RiskCost |
| Rewriting from scratch | Winning language abandoned because no one can find it | TimeQuality |
| Pursuit fatigue | Teams decline viable opportunities due to bandwidth constraints | CostRisk |
Your proposal archive, transformed into an intelligent content engine.
Ingest & Index
Past proposals, SOQs, resumes, and project sheets uploaded and structured into a searchable knowledge base.
RFP Analysis
New RFP documents parsed automatically — requirements extracted, evaluation criteria identified, compliance matrix generated.
Content Matching
AI surfaces the most relevant past content — project descriptions, approach language, team qualifications — ranked by fit.
Draft & Refine
Tailored proposal sections generated in your firm's voice, with full source traceability for every recommendation.