Departing-Expert Knowledge Capture
Skilled boomer-generation workers are retiring faster than employers can capture what they know, and HR departments have no repeatable process for it — a structured interview-and-document service, sped up with AI transcription and drafting, turns a retiring expert's head into a searchable company asset before the exit interview becomes a wasted formality.
A real, well-documented structural problem (retirement-driven knowledge loss) with almost no dedicated SMB-tier service filling the gap — most competition is either generic HR consulting or enterprise KM software nobody mid-market can configure. Revenue per engagement is solid but sales cycles run through HR/ops gatekeepers, so speed-to-revenue depends entirely on how fast you can get in front of the right buyer.
The buyers who feel this pain most acutely are plant managers and utility operations directors, not HR generalists — HR owns the exit interview but operations owns the fear of 'what happens when Dave retires.' Selling to operations with HR looped in later closes faster than starting with HR. AI transcription and drafting tools cut the labor cost of writing SOPs by roughly 60-70% versus a pure manual consulting approach from five years ago, which is what makes this viable at SMB price points instead of only enterprise KM-consulting rates.
Retirements cluster around calendar year-end and post-summer; Q1 and Q4 planning cycles at manufacturers and utilities also drive outreach response rates.
Suits you if
- ✓You're a strong, empathetic interviewer who can get a guarded 35-year veteran to actually open up
- ✓You have or can build credibility with HR/operations leaders (past HR, consulting, or ops management background helps)
- ✓You're comfortable with a B2B sales cycle measured in weeks, not same-day bookings
- ✓You like turning messy spoken information into clean structured documents
Skip it if
- ✕You need fast, predictable transactional sales rather than relationship-driven B2B deals
- ✕You're not comfortable cold-outreaching HR directors and plant managers
- ✕You want a purely productized, no-human-judgment AI tool business
Skills: Structured interviewing, business process mapping, technical/SOP writing, basic AI-tool fluency (prompting an LLM to turn transcripts into clean documentation), and B2B sales/outreach to HR and operations leaders at mid-sized employers.
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