A document drafting agent:
the first draft ready before the meeting ends
The hardest part of writing a proposal or an internal policy is usually not the final polish, it is starting from a blank page with the right facts already assembled. We build an agent that drafts from your templates and real data, pulling numbers from the right source instead of inventing them, so a person edits a draft instead of starting cold.
The role today
Writing a proposal, an SOP or an internal paper usually starts with finding the last similar document, copying its structure, and manually hunting down whatever numbers need updating, a process that takes longer than the actual writing and introduces errors every time a figure gets copied instead of pulled fresh. The result is either a document that takes half a day to produce or one that gets rushed and ships with last quarter’s numbers still in it.
The cost shows up most clearly in proposals that go out with last quarter’s pricing or an old client’s name still in a template field, a small mistake that is embarrassing precisely because it signals the whole document was rushed, which undermines exactly the kind of document that is supposed to project rigor.
What the agent takes over
The agent drafts from templates built out of your best past documents, so the structure and tone match what your team already produces rather than a generic format, and it pulls the actual numbers it needs, revenue, headcount, dates, terms, directly from your CRM, spreadsheet or database instead of leaving placeholder text for someone to remember to fill in. Each document type routes to the right template and the right reviewer automatically, and a library of reusable sections, standard clauses, boilerplate paragraphs, common explanations, keeps consistency across documents without anyone retyping the same paragraph for the tenth time. Every draft keeps a version history, so an edit never overwrites the previous attempt and a reviewer can see exactly what changed between passes.
Templates are built from your best past documents rather than a generic format pulled from the internet, which matters because a proposal structure that has actually closed deals for your team is a better starting point than an abstract best practice. The agent is trained on which fields in a given template type need a live number versus which are boilerplate that rarely changes, so a pricing table pulls fresh every time while a standard terms section stays consistent unless someone deliberately updates the source. For documents that go through several review rounds with different stakeholders, it keeps track of open comments and unresolved questions across versions, so a reviewer’s note from round one does not get silently lost by round three.
What stays with humans
The actual content decisions, what to say, how to frame a proposal, what commitment a policy makes, stay with a person every time. The agent assembles a structurally sound first draft with correct numbers; a human reads, edits and approves before anything is sent or filed as final.
Deciding the actual commercial terms in a proposal, and the final proofread before anything goes to a client, are both a human responsibility every time, regardless of how many times that document type has been drafted successfully before.
Guards
Every number in a draft is tagged with the source it came from, so a reviewer can verify it in seconds rather than trusting it blind, and nothing is sent to a client or filed as an official document without a human sign-off. A kill switch reverts to fully manual drafting in one message if a template ever needs rework.
A document cannot be marked final and exported for sending until a named reviewer has opened and approved that specific draft, which is enforced by the workflow rather than left as an informal expectation.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Agency runs it | from $2,200 | Built, launched and supervised on our side, with a support plan after launch | 2 to 3 weeks |
| Full control, handover-ready | from $3,750 | Same agent, deployed on your infrastructure with your keys, full documentation and a handover package | 2 to 3 weeks + 1 to 2 weeks |
Running cost is usually $20 to $150 a month in model usage depending on volume, with a budget cap set before launch.
Related
See this alongside contract review agent, knowledge management agent, grant tender writing agent in the same group, for a fuller picture of what an operations-focused agent can take off a team’s plate.
It pairs well with routine takeover on the services side, and with blog drafting with review on the automation side. The full package breakdown is on the AI agents service page.
For real work in this area, see the citizenship consulting usa launch case study and the analytics hub ai analyst two brands case study.
Ready to see what this agent would look like on your actual process? Get in touch and we will look at your current setup in the first call.
FAQ
How much does a document drafting agent cost?
From $2,200 for drafting your most common document types from existing templates and data, live in 2 to 3 weeks.
How long does setup take?
2 to 3 weeks: time to turn your best past documents into templates the agent follows, then a run of real drafts reviewed by your team before it is trusted for the first pass unattended.
Which channels and tools does it connect to?
Google Docs, Word or Notion for the draft itself, and your CRM, spreadsheet or database for the real numbers that go into it.
What if a draft has a wrong number or the wrong tone?
Every draft is marked clearly as a first pass for human edit, never sent or filed as final; a wrong number traces back to its source in the log, and the agent's sense of tone improves as edits accumulate.
What about data and security?
It reads from the data sources you grant access to and writes drafts only into your own document tools; nothing is published or sent externally without a human doing that step.