Structure company knowledge around the questions people need answered. Useful structure makes the correct source easier to find, distinguishes current guidance and preserves access boundaries. It does not depend on a universal folder depth, file format or document count.
Step 1: Audit What You Have
Inventory the material needed for a chosen workflow: location, purpose, owner, status and permitted readers. Record missing or contradictory information separately. Do not estimate the audit duration from company size alone. Source availability and access approvals can matter more than the number of employees.
Step 2: Define Categories
Group content by tasks users recognize, such as finding an approved procedure or understanding a product constraint. Add categories only when they improve discovery. Validate the proposed structure with actual users and questions. A fixed taxonomy cannot suit every business, and sensitive material may need separate discovery rules.
Step 3: Establish Naming Conventions
Use readable titles and stable identifiers, and record version status and effective dates where relevant. Keep names consistent with the systems that store the files. Spaces and localized names are not inherently incompatible with AI; specific tools may impose restrictions. Avoid renaming files in ways that break existing references.
Step 4: Build the MASTER_INDEX
An index can help users and maintainers navigate important sources. Include each record's title, link, owner, scope and status; add a short description when it improves discovery. A MASTER_INDEX is one option, not a prerequisite for retrieval. Check its permissions so the index itself does not disclose restricted information.
Step 5: Set Access Levels
Enforce reader and writer permissions in the source and integration. A prompt telling an assistant to hide content is not an authorization boundary. Test an intended user, a user without access and a revoked permission. Decide which material can be uploaded or sent to the selected model and connector.
Step 6: Choose Your Format
Choose formats by the selected reader's capabilities and the content itself. Markdown and structured documents can be convenient, but PDF, Office files, scans and tables need not be excluded automatically. Test headings, cell relationships and scanned pages. Text extraction or OCR can lose information; verify important figures and retain identifiable source locations.
Step 7: Migrate and Validate
Migrate a bounded source set and test realistic questions against approved expected answers. Include conflicting versions, absent evidence and restricted documents. Verify source links and the update path after an edit. Keep a way to restore the previous organization if migration breaks references or access.
Common Mistakes
Avoid expanding before resolving important source gaps. Assign owners who will review material when its underlying process changes, with periodic checks where appropriate. Do not force a prescribed word count or folder depth. Track failed questions and repair the specific source, retrieval or instruction problem instead of reorganizing everything.
The Result
Judge the result by whether users can find, verify and apply current information with acceptable effort. Keep the evidence for that assessment and include ongoing maintenance. The governance and KB/RAG guides below cover related decisions. A structured repository supports better work; it does not by itself guarantee accurate answers or faster onboarding.
The linked public case provides project context. Its measurement protocol is unpublished, so its reported results are not a forecast for this workflow.