KnowledgeVault / Overview

Workspace overview

Manage the AD Demo knowledge workspace and its marketplace loop: gaps become paid expert requests, experts answer, reviewers approve, and verified knowledge improves search and coverage.

Products tracked88+14 this month
Verified answers5283,361 citations
Coverage average73%9 gaps flagged
Expert payouts$18.4k312 paid answers
How KV creates verified answers

Marketplace loop

KV is built around one operational loop: identify a product knowledge gap, create a paid expert request, match the right trade expert, capture the field answer, approve it, pay the expert, and make the verified answer searchable.

Marketplace demand

Paid requests now

Open

Plumber neededRecirculation pump sizing$65 payout - High priority
Pipefitter neededCommercial drain assembly troubleshooting$40 payout - Normal priority

Matched

Plumber neededPressure balance cartridge compatibility$45 payout - High priority
Plumber neededPEX manifold install failure$42 payout - Normal priority

Approved

HVAC Tech neededCondenser coil field failure patterns$55 payout - Review priority
Paid workCapture

24 requests

Queue
AnswersSearch

528 answers

Ready
GapsCoverage

73% avg

Review
ExpertsMarketplace

104 active

Paying
ImpactResults

184 hrs

Updated
Expert supply104 active experts

48 plumbers, 31 HVAC techs, 16 electricians, and 9 pipefitters seeded in the demo marketplace.

Paid work$18,420 paid

312 paid answers completed with a $42 average answer payout and $150 interview payout.

Marketplace health84% fill rate

Average time to matched expert is 2.4 hours for high-priority product questions.

Priority

Work queue

FERG-VALVE-014Pressure balance cartridge compatibility

Answer ready with 38 citations and two expert checks.

Ready
FERG-PUMP-031Recirculation pump sizing

Usage is high, but expert verification is still missing.

Review
FERG-DRAIN-022Commercial drain assembly

Product coverage is below target for field troubleshooting.

Gap
Products

Coverage snapshot

SKUProductCoverageQuestionsCitationsStatus
FERG-PEX-001PEX manifold system82%642StrongFERG-VALVE-014Pressure balance cartridge64%638PartialFERG-DRAIN-022Commercial drain assembly48%631PartialFERG-PUMP-031Recirculation pump kit28%624Gap