KnowledgeVault AI intent
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KnowledgeVault AI intent

Manufacturing and distribution companies face an institutional knowledge cliff as experienced employees retire. Decades of irreplaceable tacit knowledge — product quirks, troubleshooting heuristics, application expertise — walks out the door with no scalable way to capture it first.

Problem

Manufacturing and distribution companies face an institutional knowledge cliff as experienced employees retire. Decades of irreplaceable tacit knowledge — product quirks, troubleshooting heuristics, application expertise — walks out the door with no scalable way to capture it first.

Goal

Build a category-defining two-sided marketplace that connects retiring experts with manufacturers and distributors who need their knowledge captured, structured, and made AI-ready. Validate product-market fit with 5+ pilot distributors within 12 weeks, 50+ expert profiles and 10+ active company projects in beta.

Success Metrics
  • 5+ pilot distributors signed within 12 weeks
  • 50+ expert profiles and 10+ active company projects in beta
  • Project completion rate — % of contracted projects that deliver usable knowledge assets
  • Expert retention — experts who complete one project and return for a second
  • MRR and 10-15% commission volume on expert transactions
  • Knowledge retrieval accuracy — answers are grounded in expert-provided content
  • Onboarding time reduction for buyers who deploy knowledge assets to new hires