back_office_ops · workflow

Field Aerospace cuts proposal drafting from two weeks to 25 minutes with self-hosted n8n

Field Aerospace's proposal team spent up to two weeks with three to four people per response on government solicitations that often exceed 50 pages, and sometimes learned of relevant opportunities too late to prepare competitive responses, while paying for multiple third-party tools that still failed to meet their needs.

How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Solicitation upload and trigger
Users upload solicitation files and trigger workflows via webhooks through an internal web application.
Tools used
n8nReactNode.js
Outcome

Field replaced two legacy tools and eliminated approximately $30,000 in annual software costs. Proposal drafts now reach an 80% starting point in roughly 25 minutes rather than two weeks, and requirements extraction now takes 15 to 20 minutes instead of hours.

What failed first

Multiple paid third-party tools did not fully meet Field's needs for a secure, self-hosted solution capable of reducing manual effort and enabling earlier opportunity engagement.

Results
Time savedroughly 25 minutes
Volume80%
Cost replaced$30,000
Source

https://n8n.io/case-studies/field-aerospace/

How we source this →

Grounding & classification
Source type: vendor customer story
32 fields verified against source quotes.
chatbotcontent generationdata extractiondocument aiknowledge basepolicy documenthuman review describedmetric backednamed customerproduction runtime claimedtools describedworkflow describedmanufacturingpublic safety defensecost reductioncycle time reductionemployee productivitytime savedvendor customer storyback office opssales opsai draft human approvaldocument to recordextract classify route