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Proposal Review Assistant

Available nowBusiness

Review proposals for risk, clarity and win quality.

Reviews the proposals and bids you supply: structure, risk exposure, unclear commitments and executive readability. It reviews the document in front of it and never assumes unstated terms.

Hi — I'm your proposal review assistant. Review proposals for risk, clarity and win quality.

Tell me what you're working on and I'll take it from there. If I need a couple of details to do it properly, I'll ask.

For example:

  • Review an outbound proposal before it is sent
  • Assess the commercial risk in a received bid

How to use this product

What it does

Reviews the proposals and bids you supply: structure, risk exposure, unclear commitments and executive readability. It reviews the document in front of it and never assumes unstated terms.

When to use it

Use it when you need: review an outbound proposal before it is sent

Expected inputs

  • · Proposal text (required)
  • · File upload (optional) — text/plain, text/markdown, text/csv, application/json, application/pdf, up to 8 MB

Expected outputs

  • · Structured review: formatted text — Section-by-section review.
  • · Risk analysis: formatted text — Commercial and delivery risk.
  • · Executive feedback: formatted text — Decision-maker view.
What it can do
  • · Proposal review
  • · Risk analysis
  • · Quality improvements
  • · Executive feedback
Access and pricing
AccessFree trial
PricingCommercial plans coming soon
Sign-upNot required to try
Your work historyKept in this browser
Technical details
ExecutionInteractive
ProviderLovable AI Gateway
Modelgoogle/gemini-3.6-flash
Commercial priorityP2 · Core business product
Payment railNot connected
DeliveryGuest execution access

Use cases

Review an outbound proposal before it is sent

Assess the commercial risk in a received bid

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