Collective Intelligence
Exchange (CIX)
Real-time industry AI performance benchmarking with zero-knowledge privacy. Know exactly where your AI performance stands versus sector peers — without exposing a single byte of your data to anyone. Replaces €200K+ consulting reports with always-current live benchmarks.
CIX vs. Traditional Benchmarking
Why the Gartner/McKinsey benchmark report model is dead
| Dimension | CIX | McKinsey / Gartner |
|---|---|---|
| Freshness | Live — updated every 24h | 6-12 months old on delivery |
| Cost | €1,500–3,500/month | €150K–400K per report |
| Your data shared? | Zero-knowledge proofs only | Survey responses shared |
| Metrics relevant to AI | AI-specific (accuracy, latency, recall) | Generic business metrics |
| Anonymity guaranteed | ZK proofs + min-3 aggregation | Contractual only |
| Integrated with your AI OS | Native BrainPredict integration | Separate offline process |
| Actionable AI recommendations | CIX Insights + BrainCore | Generic slide deck |
What You See — Manufacturing Sector Example
Live percentile rankings across key AI performance metrics vs. anonymous sector peers
Your AI Performance — Manufacturing Sector
Updated daily · 47 sector participants · ZK-private
6 Industry Sectors
Sector-specific AI performance metrics designed by domain experts
Advanced Manufacturing
- •OEE prediction accuracy
- •Demand forecast MAPE
- •Quality defect prediction rate
Financial Services
- •EBITDA prediction accuracy
- •Credit risk model precision
- •Cash flow forecast accuracy
Healthcare & Life Sciences
- •Patient readmission accuracy
- •Supply consumption forecast
- •Staff retention prediction
Retail & Consumer Goods
- •Inventory optimization savings
- •Demand forecast MAPE
- •Customer churn prediction
Logistics & Supply Chain
- •Delivery delay prediction
- •Route optimization savings
- •Carrier performance score
Energy & Utilities
- •Load forecasting accuracy
- •Maintenance cost prediction
- •Grid stability prediction
4 Layers of Zero-Knowledge Privacy
How we achieve competitive intelligence without competitive exposure
Zero-Knowledge Proofs
You prove your metric value is accurate without revealing the underlying data that generated it. The benchmark pool never sees your raw numbers — only ZK-attested values.
Minimum 3 Participants
No benchmark is published unless at least 3 independent companies have contributed. Prevents reverse-engineering of individual data from statistical results.
Dilithium-3 Attestation
Every metric submission is CRYSTALS-Dilithium-3 signed. The aggregate is provably composed only of legitimate, verified contributions.
Anonymous Ranking
Your percentile rank is computed and returned to you privately. Other participants never see who is at which percentile — only the anonymized distribution.
Know Where You Stand — Without Revealing Where You Are
The more companies join CIX, the more accurate and valuable the benchmarks become for everyone. CIX is available on all BrainPredict enterprise tiers at €1,500–3,500/month.