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2 min readBy Wrivio Team

How to Keep Facts Unchanged During a Rewrite

Fact CheckingAI WritingEditing

The central risk in a rewrite is not awkward wording. It is a sentence that sounds better while meaning something different.

Identify Protected Facts

Before rewriting, mark:

  • Proper names
  • Dates and times
  • Amounts, percentages, and quantities
  • Product names and versions
  • Filenames and links
  • Owners and deadlines
  • Contract or policy language
  • Levels of certainty
  • Required, recommended, and optional actions

If the tool supports instructions, name these categories explicitly.

Keep Source And Result Together

Do not replace the original before review. Compare both versions line by line, especially around numbers and modal verbs such as must, should, may, and will.

Original:

The supplier expects to ship on 18 August.

Changed meaning:

The supplier will ship on 18 August.

“Expects to” carries uncertainty. “Will” presents a commitment.

Use Placeholders For Fragile Values

For a sensitive draft, you can temporarily replace a value:

[DELIVERY_DATE], [AMOUNT], [CUSTOMER_NAME]

Restore it from the verified source after rewriting. This is not necessary for every message, but it can reduce accidental edits in repetitive data.

Ask For Structural Change Only

Reorder this into status, impact, next action, and deadline. Keep every factual statement unchanged. Do not summarize figures.

The narrower the transformation, the easier it is to review.

Run A Final Checklist

Read the result for:

  1. Facts
  2. Strength and certainty
  3. Added claims
  4. Missing caveats
  5. Changed ownership
  6. Tone

Wrivio’s workflow keeps the source and result available for comparison before you copy. No rewrite tool can guarantee factual preservation, so the sender owns the final check.

For a wider review routine, see how to review AI-rewritten text. For protecting intent, read how to rewrite without losing your point.

Download Wrivio for Windows to review the source and rewrite before the polished version reaches the send button.