Start with Repetitive Questions, Not with Technology
Before evaluating tools, find where the team repeatedly answers the same questions: • HR answering the same policy queries weekly • Customer service explaining standard procedures • New staff looking for process documentation • Sales searching for product specifications
Define the Document Scope
Do not feed every document into AI on day one. Start with a focused set: • One department\'s most-referenced documents • The top recurring questions your team answers • Documents that are relatively stable (not changing daily)
Pilot with a "Small but Accurate" Approach
Deploy a knowledge assistant for one department or use case. Measure: • How many queries it resolves successfully • Answer accuracy (with source references) • Time saved for the team • What must improve before scaling
Then Decide Whether to Scale
Pilot results give concrete data to justify further investment — or to adjust the approach before broader rollout.