How to Use AI to Summarise UK Government Consultations Without Losing Key Details

A UK government consultation rarely arrives in a convenient shape. There is usually a main document, an annex of evidence, sometimes a separate impact assessment, and a list of questions tucked away near the back. The closing date lives on the gov.uk page rather than inside the PDF. Read all of it properly and you lose an evening. Skim it and you risk answering the wrong question, or missing the one that actually affects you.

AI tools are useful here, but not in the way the marketing suggests. They are best treated as a map of the document rather than a finished answer. Used carefully, they help you find the questions, the deadlines and the reasoning quickly, so your time goes on the substance instead of the searching. Used carelessly, they produce a confident summary of a document that bears only a passing resemblance to the one you were sent.

Gather the source material before you prompt anything

Start on the consultation page itself, not with a summary someone else has written. Download the consultation document, the questions document if it is published separately, and the impact assessment. Note the closing date, the time it closes, and the ways you are allowed to respond — an online form, an email address, occasionally post. If the form has character limits per question, find that out now rather than on the last afternoon.

The consultation questions are the spine of the whole exercise. Copy them across word for word and keep that copy somewhere you can see it. Never let a tool paraphrase a question and then work from the paraphrase; small edits to wording can quietly change what is being asked.

One caution that applies to every tool: your draft response may contain personal data, unpublished commercial information or details about a client. Consultations are public, but your working notes are not. Check whether your tool retains inputs or trains on them, and consider anonymising names and figures before you paste anything in.

Write a brief that locks down the details

Vague prompts produce vague summaries. Give the tool a role, a source, a task, a format and a set of firm constraints. The constraints matter most, because they are what stop the model filling gaps with plausible-sounding invention.

1. Source: say exactly what you have pasted and what each part is — consultation document, annex, or questions list.
2. Task: ask for a map, not an opinion. Questions, deadlines, who the proposals affect, what evidence is cited, and where the document is silent.
3. Constraints: use only the supplied text. Do not add outside knowledge. Write "not stated in the document" when a detail is missing. Quote questions exactly, with their numbers.
4. References: require a page or section reference for every claim, so you can check it later.
5. Format: specify headings or a table so the output is predictable and easy to scan against your notes.

A prompt along these lines tends to work well:

"Using only the document pasted above, produce: a numbered list of every consultation question, copied word for word; the closing date and how to respond; a summary of each chapter in no more than 60 words with section references. If a detail is not in the document, write 'not in the document'. Do not add information from any other source."

Then ask a follow-up: "List anything ambiguous, contradictory or missing." That single question often surfaces the parts of a consultation that deserve a careful response.

Keep a control sheet outside the summary

Summaries drift between runs, so maintain a short control sheet by hand. It should hold the closing date and time exactly as stated, the number of questions, which questions apply to you or your organisation, the response format and any character limits, whether you want your response published with your name, and who is signing it off. Update it yourself; don't ask a tool to remember it for you across sessions.

Work in chunks and keep an evidence trail

Long documents are better summarised in sections than in one enormous paste. Split by chapter, run the same prompt on each part, then ask for a merged overview that preserves the section references. You will get a cleaner result and you will notice when a chapter has been quietly dropped.

Ask for quotes, not paraphrases

Whenever a sentence from the consultation is going to become a claim in your response, ask for the original wording and where it appears. Paraphrase is where meaning quietly shifts, particularly around duties, thresholds and definitions.

Check nothing has gone missing

Ask for a plain count: how many questions appear in the document, and how many are in the list you have been given. If the numbers do not match, go back to the source and find out why. It is a two-minute check that saves an embarrassing omission.

Verify, then draft your answer question by question

Before you rely on any summary, run a short check:

• Dates, times and reference numbers matched against the original page.
• Every quoted question checked character by character against the source.
• Any figure, duty or legal term traced back to the sentence it came from.
• Every "not stated in the document" flag left as a gap, not filled in with assumption.
• Any suggested argument checked to make sure it is yours, not the tool's invention.

Then write the response yourself, question by question, with the summary open beside the original document. Your evidence, your experience and your reasoning are the parts that carry weight; a summary can only point you to the paragraphs that matter. Where your answer concerns legal duties, regulated activity, funding, employment or health, have someone qualified read it before it goes in.

A routine worth repeating

Download the documents, note the deadline and copy the questions before you open a chat window. Run the map prompt, check the question count, and keep your control sheet updated as you go. Draft the substance first and tidy the prose afterwards. Submit a day early, in case a form times out or an email bounces, and keep a copy of both your response and the confirmation. Do that consistently and a 60-page consultation becomes an afternoon's work rather than a fortnight's avoidance.

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