Start the proposal with
the facts you actually have.
Build a process that turns a client brief and approved reference information into a structured draft. Flag missing details before they become invented promises.
Keep the brief and the approved information together.
A proposal may need a client's goals, scope, deliverables, timing and commercial details. Some arrive in the brief; others come from information your team has already approved.
Define the source for each important fact. The process should not treat a model's plausible completion as an agreed price, deadline or commitment.
Build the preparation sequence.
Read the incoming material. Extract the relevant requirements into a defined structure. Identify missing or conflicting information. Prepare a draft using the approved facts and the writing instructions for the task.
Use ordinary data steps or code where exact values need to be preserved. Use the model for interpretation and drafting where that is appropriate.
Ask when the information is missing.
A budget that was never supplied should stay a question. A delivery date that has not been agreed should not become a confident sentence in the proposal.
Configure a question or review path for those cases. Make the unresolved details visible to the person responsible for approving the draft.
Give the team a consistent starting point.
Use shared section requirements, schemas and reusable components for related proposal types. The process can vary with the project while retaining the structure that helps reviewers find what matters.
An app can collect the brief and other required inputs so users do not have to configure the network for every request.
Keep approval before delivery.
Review factual details, commitments, language and commercial terms before sending anything externally. Check that the draft matches the actual scope rather than merely sounding complete.
Any integration that sends a message or updates another system needs separate validation and authorization. This example is about preparing a reviewable draft, not autonomous contract formation.
Questions about the process
Can it use our proposal format?
Can it choose a price for us?
Can it read from our CRM?
Will every proposal be identical?
Other solutions
Bring one representative brief.
Define the desired output and the facts that must never be guessed. Then evaluate the process against that standard.
NodeFox is in beta. This is a configurable process example; connected systems and output formats require testing.