For Economist (Private Sector / Consulting)s ·
What you'll accomplish
A draft report states the same number in a table, an executive summary and a results section, and a late edit changes only one of them. Finding that by reading is slow and easy to get wrong at the end of a long day. Uploading the draft to Claude and asking for every number that appears more than once, with its locations, turns a long read into a short list of places to look.
Claude finds and lists. You fix the draft yourself, from the list, in your own file, and then upload the new version to check again. The list is never a replacement for your own read.
What you'll need
Data caution. Upload only redacted or public drafts. Client data, documents produced in litigation, anything under a protective order or NDA, and non-public company data stay in your firm's approved systems, unless your firm, the engagement and counsel approve Claude for that draft. Redact company names, matter names, person names and any figure that is not already public, and replace them with placeholders such as "Company A". Check your account's data settings for whether chats and uploads are used to train models and how long they are kept. A free consumer plan and a work plan can differ.
Create a Word document called Company A draft (invented).docx. Every figure is invented.
Company A draft (invented).Under the Baseline scenario, output growth is 2.0 percent and the employment change is 1,200 jobs. The High scenario is 1.2 points above baseline on output growth. Employment rises by 600 more jobs than baseline in the High scenario. Prior studies find similar effects.
Before you upload, list what a correct check should find. Do the subtraction yourself in a spreadsheet or on paper.
| Item | Draft says | Table 1 gives | Result |
|---|---|---|---|
| High versus Baseline, output growth | 1.2 points above | 3.0 and 2.0, a gap of 1.0 | Mismatch |
| High versus Baseline, employment | 600 more jobs | 1,800 and 1,200, a gap of 600 | Matches |
| Low scenario employment change | 650 jobs (Part 3) | 600 | Mismatch |
| Prior studies find similar effects | no citation | not applicable | Citation gap |
Numbers that appear more than once: 2.0 (Executive summary and Table 1), 1,200 (Executive summary, Table 1 and Part 3), 600 (Executive summary as a difference, and Table 1 as the Low scenario value, which are different quantities that happen to share a value).
What you should see: A four-row answer table in your notes. Troubleshooting: If your arithmetic differs, recheck the subtraction: 3.0 minus 2.0 is 1.0, and 1,800 minus 1,200 is 600.
Company A draft (invented).docx and click Open, or drag the file into the chat window.What you should see: The file attached to your message. Troubleshooting: Anthropic's page lists limits for chat uploads, including up to 20 files per chat. A short draft is far inside them.
What you should see: Three parts: a table of repeated numbers with locations, a list of mismatches, and a list of citation gaps. Troubleshooting: If a location is described vaguely, ask Claude to quote the sentence or table row where the number appears.
What you should see: Three findings that match your table, and a consistent note for the 600-job difference. Troubleshooting: If Claude misses one of the three, ask it to re-check that sentence by name. If it reports something you cannot find in the draft, ignore it. The draft decides.
Fix the draft from the list, never the other way round.
Company A draft (invented).docx.What you should see: A corrected draft with matching numbers and no uncited claim. Troubleshooting: If you are not sure which side is wrong, the table or the sentence, trace the number to your model output, not to the chat. A reply cannot tell you which is right.
What you should see: A clean second pass. Troubleshooting: A clean pass shows only that the repeated numbers agree. It does not show that they are right, so keep your own read of the source calculations.
Repeated numbers only
List every number that appears more than once in the attached draft, with each location and what it is described as. Flag any number that is described differently in two places. Do not correct anything.
Units and labels
List every place where a number in the attached draft has no unit or an unclear unit, and every place where the same quantity is written with a different unit or rounding. Quote each one.
Citation gaps
| Scenario | Output growth (percent) | Employment change (jobs) |
|---|
| Baseline | 2.0 | 1,200 |
| High | 3.0 | 1,800 |
| Low | 1.0 | 600 |
The Baseline employment change is 1,200 jobs. The Low scenario employment change of 650 jobs sits below the Baseline.
What you should see: A short document with an executive summary, one table and a results part. Troubleshooting: Make sure Table 1 is a Word table and not a picture of one, or Claude cannot read it.
Quote every sentence in the attached draft that refers to other work, data or a source without a citation. Do not suggest a source.
Table against text
Compare each sentence that states a value from Table [number] with the table. List the sentence, the table cell it should match and whether the stated value appears in that cell. Show any subtraction as a pointer only.