Our senior project managers carry twenty years of unwritten operational troubleshooting steps in their heads. How do we extract that tribal knowledge into an active internal AI assistant before they retire?

Question

Tyler Smith · Accepted Answer

Relying on senior employees to manually sit down and write hundreds of pages of standard operating procedures never works. They do not have the time, and written static binders end up collecting dust on a shelf.

To build a system-dependent operation that protects enterprise value before key veterans exit, capture their troubleshooting expertise dynamically using audio transcription and specialized knowledge models.

First, equip your senior project managers with an audio recording tool on their mobile devices. For sixty days, whenever they solve an operational breakdown, handle an unusual field crisis, or resolve an edge-case client dispute, instruct them to spend three minutes recording a voice memo explaining the problem, the specific operational clues they observed, and the exact steps taken to fix it.

Second, run those transcripts through an extraction workflow that maps their verbal advice directly into your documented Core Processes. The AI structures their real-world experience into standardized decision trees: context, symptoms, root cause, and prescribed action steps.

Third, compile these structured records into an internal reference agent that your junior project managers can query directly via your internal messaging platform. When a younger manager hits a strange job site problem, they ask the tool how the company handles that specific scenario. The assistant surfaces the veteran's historical playbook in seconds.

This transitions your company from people-dependent tribal knowledge to a scalable, system-dependent expert system that prospective buyers can trust will survive long after the founders and senior leaders exit.