harnessing Copilot for writing

A half-day masterclass designed for public sector professionals who need to write clearly, accurately and credibly in fast-moving environments.

It focuses on how to use Microsoft Copilot to support drafting, reviewing and refining written work while recognising the reality of continuous partial attention: readers are often scanning under pressure, and writers are often producing content while managing competing demands.

Participants will learn practical ways to use Copilot to improve clarity, structure and tone while maintaining professional judgement, organisational context and accountability.

The masterclass also addresses two critical public sector writing requirements: achieving accuracy and producing documents that withstand scrutiny.

Participants will practise using Copilot to test assumptions, strengthen evidence-led drafting, improve traceability of claims and shape writing that supports sound decision-making rather than producing generic output.

The emphasis throughout is on responsible and ethical use of this relative new tool: Copilot as a drafting and thinking aid, with the writer remaining accountable for the final document.

  • By the end of the session, participants will be able to:

    • Identify where Microsoft Copilot can support written work and where professional judgement, assurance and sign-off remain essential.

    • Recognise the impact of continuous partial attention on readers and writers, and adapt documents so key messages, actions and risks are clear at speed.

    • Use Copilot to improve the structure, clarity and readability of emails, briefings, reports, submissions and other working documents.

    • Apply practical techniques to check accuracy, challenge unsupported statements, identify missing evidence and reduce avoidable errors.

    • Produce documents that withstand scrutiny by making reasoning, assumptions, evidence and recommendations explicit.

    • Avoid generic AI-assisted writing by prompting for specificity, organisational context, audience needs and decision relevance.

    • Produce writing that supports sound decision-making by clearly presenting purpose, options, implications, risks and recommended actions.

    • Develop prompting and review habits that improve quality while saving time and effort.

  • This is a practical, hands-on masterclass.

    Participants work through realistic public sector writing scenarios, including their own documents where possible. Each section introduces a practical technique or approach, followed by exercises to apply it immediately using Microsoft Copilot.

    The focus is on helping participants produce clearer, more accurate and more defensible written work, while developing practical habits for using Copilot to support drafting, review and refinement without losing professional judgement and accountability.

    • Half-day masterclass (3.5 hours)

    • Can be extended to a full day to cover additional objectives

    • Delivered in-person or virtually

    • Mixed groups from across teams

    • Level set to match the group on the day

    • Up to 20 participants

    • From £1,800 per session

  • 09:30 – 09:45
    Introduction and context

    Masterclass aims, how Copilot fits into public sector writing, and ground rules for responsible use, assurance and confidentiality.

    09:45 – 10:15
    How people read and write under pressure

    Continuous partial attention, reading patterns, cognitive overload, and what this means for structure, headings, summaries, actions and key messages.

    10:15 – 10:45
    Using Copilot to get from blank page to useful draft

    Prompting for purpose, audience, tone and format; generating first drafts; using Copilot to produce stronger openings, summaries and clearer structure.

    10:45 – 11:00
    Break

    11:00 – 11:35
    Writing for clarity and avoiding generic output

    Techniques for concise writing, front-loading key messages, making actions easy to find, reducing jargon, and prompting Copilot for specificity, organisational relevance and audience needs.

    11:35 – 12:10
    Accuracy, scrutiny and sound decision-making

    Checking facts, dates, figures and claims; spotting omissions; using Copilot to expose assumptions, inconsistencies and weak reasoning; and strengthening documents so they support sound decisions.

    12:10 – 12:45
    Practical workshop

    Participants revise sample public sector documents or their own draft material using Copilot prompts, peer review and a structured quality checklist.

    12:45 – 13:00
    Wrap-up and action planning

    Key takeaways, personal prompt patterns, review checklist, and next steps for applying learning in day-to-day work.

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Sue Calthorpe, Associate Trainer at Teamshaper
Communicate - a Teamshaper training module