A proposal content library, not another shared folder.
Firm overview, past performance, references, and reusable sections — stored once, searchable, and ready for the AI copilot to draft from.
What goes in the library
Firm overview and capabilities
One canonical version, used in every submittal
Past performance narratives
Write-ups describing how your firm handled similar work
Reference projects
Client contacts, contract details, and the story of what you delivered
Boilerplate sections
DBE/MBE statements, safety programs, QA/QC approach, standard EEO language
Approach templates
Reusable scaffolding your team adapts for each pursuit
Tagged, searchable, and versioned. Update the firm overview and the old version stops appearing in new submittals.
Why a library beats a shared folder
| Shared folder | Knowledge base | |
|---|---|---|
| Versioning | "Which is the latest one?" | One source, always current |
| Search | File name or luck | Tagged and semantic |
| Staleness | Last updated in 2023 | Last-updated date visible |
| Reuse | Copy-paste, reformat | Pulled cleanly into the submittal |
| Drafting | Re-reading old proposals for inspiration | AI copilot drafts from it directly |
How the copilot uses your library
When the AI copilot drafts a proposal section, it searches your knowledge base and drafts from what it finds — not from generic training data.
The first draft sounds like your firm because it came from your firm's content. Your words, applied to the question in front of you.
References live with the projects they came from
Client name, contact info, contract value, and the story of what you delivered — all in one record. Pull the project and the reference comes with it. No more cross-checking separate lists.
Common questions
How is this different from a shared drive with folders?
A shared drive stores copies that drift. The library stores the source — one place, versioned. The outdated copy doesn't exist to confuse people.
Do we have to tag everything before the AI can use it?
No. Content gets ingested with minimal tagging and the copilot surfaces it semantically. Tags help precision but aren't required.
Can we mark content as internal-only?
Yes. Visibility can be scoped so internal content — notes, lessons learned, strategic context — stays internal and doesn't get pulled into client-facing drafts.
What about confidential client references?
References can be stored with access controls. Contact info is visible only to people authorized to cite it.
Does the library work if we don't have a polished content archive yet?
Yes. Most firms don't — they have scattered files. The library grows as you use the product. No curated archive required to start.
Stop rewriting the firm overview every pursuit.
A pilot includes help moving your scattered proposal content into a structured library.