Your senior service engineer retires next quarter. Recordings preserve their words, but not every aside is an approved procedure. Capturing expertise means converting candidate knowledge into reviewed troubleshooting that newer technicians can retrieve and use.
See the comparisonCapture the senior engineer’s knowledge about diagnosing cavitation.
Both approaches use the same engineer’s interviews and walkthroughs. The difference is whether extracted guidance is structured, scoped, and reviewed before it enters the service corpus.
Raw transcripts are indexed alongside approved procedures.
The copilot repeats an offhand remark that conflicts with the maintained diagnostic guidance.
The engineer and a peer check structured cause/check/remedy topics.
The copilot retrieves the approved topic for the relevant pumps and symptoms.
Publishing a library is an intermediate result. The risk case depends on whether important cases are covered and other staff can resolve them using the reviewed guidance.
Prioritize situations currently referred to the expert.
Check accuracy, scope, and diagnostic structure.
Observe newer technicians using it.
Assess critical case types that still depend on one person, with coverage and demonstrated independent use recorded.
Agree on a prioritized case set with the expert and service team. Test answers and technician use against reviewed guidance rather than the raw transcript.
Track remaining single-person dependencies by case criticality. New-hire ramp time and first-time fixes are secondary outcomes to observe. Some judgment-intensive cases may appropriately remain specialist work.
The interview is evidence for a candidate topic. The approved topic needs a diagnostic structure, applicable conditions, and accountable reviewers.
Use the reviewed cause/check/remedy sequence for the identified pump and symptom.
Transform extracted remarks into self-contained troubleshooting and task topics with provenance and review state.
Classify pumps, symptoms, alarms, and parts using the maintained service vocabulary; reviewers check suggested tags.
Capture one common escalation and one difficult exception. Have a newer technician test the reviewed topics and note what still requires explanation.
The model extracts candidates. Experts and peers establish which guidance is accurate, applicable, and approved for use.
See how this scenario works
Intuitive Stack can help structure captured expertise, preserve its provenance, and design a review path that turns interviews into maintained knowledge.