Why now
- Copilot and agent pilots are under way across Malaysian enterprises.
- Poor answers are usually a content problem, not an AI problem.
- Oversharing risk becomes visible once Copilot surfaces content.
Who it's for
- CIOs and IT heads running Copilot pilots
- Knowledge-heavy functions: legal, HR, engineering, government records
Typical problems
- Scanned archives that AI can't read.
- Outdated versions mixed with current documents.
- 'Everyone' sharing links on sensitive folders.
What we deliver
- OCR backfill with Adobe PDF Services
- Library redesign with metadata
- Oversharing review
- First Copilot Studio agent on the cleaned content
Where to start
Quick winOne department's library cleaned and an agent piloted in 6 weeks.
How to measure success
- % of documents text-searchable
- Agent answer accuracy on a test set
- Sensitive folders with broad sharing removed