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    AI DOCUMENT DRAFTING

    AI Document Drafting & Office Work, Grounded in Your Context.

    An AI writing tool for office notes, letters, replies and memos. Use an AI drafting assistant to prepare working documents from relevant supporting material, then review the facts, wording and format. Explore translation, PDF tools and branded visuals alongside your drafting workflow.

    Illustrative workflow. Review sources and approve every draft before use.
    Illustrative AI document drafting workflow showing an office note prepared section by section for human review
    FLUID AI / DOCUMENT WORKSPACEILLUSTRATIVE
    WORKING NOTE · DRAFT IN PROGRESS

    Review of departmental proposal

    Working draft · Verify against configured sources

    01
    BACKGROUND

    The submission requests consideration of a proposed change to an existing programme.

    02
    CONTEXT

    Related guidance and prior correspondence may help frame the decision for review.

    03
    ANALYSIS

    Compare the proposal with applicable guidance and confirm supporting details.

    04
    RECOMMENDATION

    For officer input and decision.

    Illustrative proposal. Check sources, figures and wording before use.
    WHY DRAFTING IS DIFFERENT

    AI drafting is more than writing.
    It is context and judgment.

    Office notes, letters, replies and memos draw on earlier communications, policy, prescribed formats and figures that need checking. AI document generation needs that context, not just a blank template. AI document drafting for government and PSU teams also needs to fit the review and approval requirements of government and public-sector work.

    Enterprise AI writing should support preparation without taking decisions away from the team. Fluid AI can help prepare a working draft using information available to a configured workflow. People refine the tone, verify the details and decide what is ready to use; officers retain responsibility for review and approval.

    HOW IT WORKS

    Grounded AI drafting, built section by section.

    A guided workflow can bring relevant source context into the work, including material found through AI document search and knowledge management, while keeping review and decisions with the people responsible.

    01

    Describe the task

    Set out the document you need, provide supporting material and choose the format for the workflow.

    02

    Review relevant context

    Use available source material and configured repository context to inform a proposed approach.

    03

    Draft in sections

    An AI writing assistant helps build a working draft in the selected structure, with people reviewing and refining each section.

    04

    Verify and finalize

    Check the wording and supporting details, then decide whether the draft is ready for the next step.

    Available sources, supported formats and deployment options depend on your configuration. Review every draft before use.

    FIVE WORKFLOWS

    Five workflows for everyday AI office work.

    Explore office note drafting, document conversations, translation, PDF merging and visual creation. Specific source and format support depends on the workflow setup.

    Office Note Generator

    Follow a guided workflow, attach supporting material, refine each section and verify the facts before using the resulting draft.

    Office Notes & Document Conversations

    Work with an uploaded report through conversation and use the source material to help prepare working notes in configured formats.

    Translate Documents

    Translate complete documents while retaining formatting where supported and using relevant terminology.

    Merge PDFs

    Combine up to 10 PDFs, reorder files, compress and download the result.

    Images & Video

    Generate and edit branded posters, infographics and short videos, following the organisation's design language.

    WHY GROUNDED DRAFTING

    Draft with context. Keep people in control.

    When evaluating an AI writing tool, check whether its workflow is connected to selected sources and configured formats. Capabilities vary by tool, setup and the material provided.

    GENERAL MODEL WORKFLOW

    Without connected context

    A useful starting point for broad tasks, with outcomes shaped by the prompt, model and tools connected.

    • May begin without your selected repository or templates connected.
    • Context can depend on what a user provides in the prompt.
    • Document structure and house style may need to be added or corrected.
    • Source references depend on the tool and configured workflow.
    • People still need to check facts, tone and fit for purpose.
    FLUID AI DOCUMENT DRAFTING

    Configured source-informed work

    Use a guided drafting experience with selected source context and people reviewing each working output.

    • Use a guided workflow to develop a draft in sections.
    • Bring configured source material into the drafting task.
    • Shape outputs around the selected document format.
    • Review source context where references are available in the workflow.
    • Keep people responsible for refinement and final decisions.

    No system guarantees that a draft is complete or accurate. Check all claims and source material before relying on it.

    FORMAT COVERAGE

    An AI document assistant for everyday office work.

    Explore document types and creative workflows available across Fluid AI. Exact support and output options depend on the selected deployment and configuration.

    Office notes

    Structured working notes shaped around configured templates and review needs.

    Letters and replies

    Use AI letter writing and an AI reply generator to prepare correspondence for people to check, refine and approve.

    AI memo generator

    Develop internal memos, briefing notes and other working documents from the material you provide.

    Translations

    Translate documents where the required languages and workflow are supported.

    PDF tools

    Merge and arrange PDF files using the demonstrated document workflow.

    Branded visuals

    Explore poster, infographic and short-video creation with organizational styling.

    Confirm language, input and output-format requirements with the Fluid AI team. For AI contract drafting, verify template support and require qualified legal review before using any generated wording.

    FAQ

    Frequently Asked Questions

    Answers about ai document drafting & office work, source-informed drafting and review.

    View all FAQs
    START A CONVERSATION

    Ready to leave the blank page behind?

    Talk with our team about your document workflows, required formats and source materials, then explore a suitable first step.

    FLUID AI / DOCUMENT DRAFTING & OFFICE WORK