Trust & Quality Framework
Building Trust Through Quality
Our peer review system ensures quality through expertise verification, weighted voting, clear standards, and fair dispute resolution.
Trust Building Factors
Four pillars ensure that peer review builds trust rather than creating dependency
Expertise Verification
All SMEs undergo credential verification and expertise assessment
Weighted Review System
Reviewer votes are weighted by expertise level and track record
Quality Standards
Clear, measurable criteria for what makes contributions valuable
Appeal Process
Fair dispute resolution when contributors disagree with reviews
Quality Metrics
Real performance data showing the effectiveness of our peer review system
94%
+2% vs last quarter
Review Accuracy
Percentage of reviews that align with final implementation success
5.2 days
-0.8 days vs last quarter
Time to Review
Average time from submission to final decision
4.7/5.0
+0.3 vs last quarter
Expert Satisfaction
Average rating of review process by participating SMEs
87%
+5% vs last quarter
Implementation Success
Percentage of approved contributions that succeed in production
Review Weight System
Transparent weighting ensures expert opinions carry appropriate influence
Champion SME
5x
- 10+ years industry experience
- 50+ successful contributions
- 4.8+ average quality rating
Senior Expert
3x
- 7+ years industry experience
- 25+ successful contributions
- 4.5+ average quality rating
Expert
2x
- 3+ years industry experience
- 10+ successful contributions
- 4.0+ average quality rating
Contributor
1x
- Industry experience verified
- 5+ contributions submitted
- 3.5+ average quality rating
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