Preparing Your Documents for an AI Knowledge Assistant
The best way to improve an AI assistant is to improve what it reads. A little document housekeeping before you start pays off in every answer.
VXVintorex Digital team3 min read · Evergreen guide
Key takeaways
Collect one current version of each document, and remove duplicates.
Clear structure, headings and plain wording improve answers.
Name an owner and a review date for each document.
Decide who may see what before connecting any assistant.
1. Take inventory
List where knowledge lives: shared drives, email attachments, chat messages, websites, spreadsheets and people’s heads. For each source note what it contains, who owns it and how current it is.
2. Remove the clutter
Delete or archive outdated versions.
Resolve contradictions, such as two different return policies.
Merge duplicates into one authoritative document.
Exclude drafts and anything not meant to be shared.
3. Improve structure
Assistants find passages more reliably when documents are well organised.
Use clear headings that describe what follows.
Keep one topic per section.
Write full sentences instead of cryptic notes.
Spell out abbreviations the first time you use them.
Put the answer first, then the explanation.
4. Handle tables, forms and images
Provide text versions of key information shown only in images.
Keep tables simple and give them a title and column descriptions.
For scanned documents, use text recognition and check the output.
Replace PDFs made from photos with the original files where possible.
5. Add context
State the document’s purpose, audience, date and product or region it applies to at the top. “Warranty terms, retail customers, India” helps the assistant choose the right passage.
6. Write the missing answers
Review real questions from customers and staff. Wherever the answer is not in your documents, write it. A short FAQ based on actual questions often improves results more than adding hundreds of pages.
7. Set ownership and review dates
Each document needs an owner, a last-reviewed date and a schedule to review it. An assistant that quotes a policy from three years ago will damage trust.
8. Decide on access
Group documents by sensitivity: public, internal, restricted. Decide which people or roles may ask about each group. Remove personal data that the assistant does not need.
9. Create a test set
Write twenty to fifty questions with the correct answers and their source documents. Use them before launch and after every content change to confirm quality has not slipped.