Competition hub
GAUpload an RFP/RFI, auto-extract every requirement, draft cited responses in under 5 hours.
What it is
RFX Manager takes in RFP, RFI, and RFQ documents, automatically pulls out their structured fields and individual requirements, and matches each requirement to your product's capabilities. From a single workspace it drafts answers with AI grounded in your product, company, and review data, assembles and scores a proposal, manages vendor selection and reviewer assignments, and returns the completed buyer document, either filled in place or as a generated copy.
See it in the product
How it actually flows
4 frames captured live in the demo workspace. Hover to pause · click any dot to jump.
01 · Open RFX Manager
Every RFP, RFI, and questionnaire in one workspace · pick an opportunity or start a new one.
Top 4 capabilities
Each capability is the parent of dozens of typed features in the production taxonomy. Hover any feature in Studio to drill into the underlying nodes.
Fit blends embedding similarity, a language-model judgement, domain agreement and lexical overlap into one score, so a requirement lands on the capability it means rather than the one that shares its words. A scheduled sweep repairs matches orphaned by a taxonomy rebuild, so answers stay attached to live nodes.
Landmines, competitor weaknesses and win themes resolve from your battlecard layer into both the drafting context and a column on the grid. The answer and the trap to set against the named rival are produced in the same pass, because both sit on one graph.
Rather than a strategic-fit questionnaire, the verdict is calculated from how many requirements matched a capability, the mean fit, whether the must-haves are satisfied and how you have historically fared in that category. The same function serves the in-app banner and any external AI client, so the two cannot disagree.
Requirements no capability could support are returned as coverage gaps and consumed by the Gaps surface alongside losses, interviews and surveys, while closed RFX outcomes report win rate and value per verdict. A lost RFP changes the roadmap rather than only the win-rate chart.
More from the Competition hub
Live competitive cards assembled from the graph on demand. No 60-90 day staleness.
Why deals are won and lost · per-deal AI reasoning on every battlecard, interview-driven decision factors, and review-mined switching.
Competitor hiring intelligence. Job-posting trends, skills-gap analysis, position-level drilldowns.
Score vendor products against extracted requirements and taxonomy features on the same 10-dimension rubric as battlecards · review or AI signals.
Every buying opportunity as one record — the pipeline row, the vendor matrix and the RFX workspace are three views of it, with participants stored as graph nodes rather than names.
Public-data 360 profile of a competitor across products, reviews, talent, customers, and signals.
30-minute walkthrough. We'll filter the workspace to your category and walk through the top capabilities live.
