AI Validation Infrastructure

Fixing AI

Benchmarking

"AI benchmarks shape trillion-dollar valuations, guide research priorities, and influence where the world economy invests. When these benchmarks fail, everyone loses."

Problem
Contamination
Cherry-picking
Bias
Noisy Metrics
Fragmentation
Restricted Access
Lack of Fairness
...
// Offer

Product Suite

Private Proprietary Datasets

Live Unique

Proprietary evaluation data in insurance, medical, and other high-value domains.

AI Validation Tools

Live Open Source

A collection of tools, libraries and standards for evaluating model & agentic quality, performance, reliability, fairness and drift.

SDK on GitHub →

PeerBench Platform

Live Open Source

Benchmark creation & execution platform for trustworthy evaluations.

peerbench.ai → GitHub →

Enterprise White-Label Platform

Live

Internal AI / agent validation suite for enterprise deployments.

Request Demo →

AI Marketplace

Coming Soon

Marketplace for validated AI solutions with transparent performance metrics and automated routing.

Solution
Protected Datasets
Rigorous & Sealed Execution
Continuous Monitoring
Community Governance
NeurIPS Powered by NeurIPS'25 validated methodology
// Team

Leadership

Ruben Wolff

Ruben Wolff

CEO

15 years building AI. Tech lead at FIFA for World Cup, Swiss Stock Exchange, UAE National Health.

FIFA SIX United Arab Emirates Government
Mikołaj Glinka

Mikołaj Glinka

CTO

Built crypto dev shop (acquired). Pioneered tokenization. Algo trading since 2016.

Accenture Peanut Protocol Samsung
Laurence Lewandowska

Laurence Lewandowska

CFO

Experienced executive with a strong track record in finance, tokenomics & operations.

NEAR AI Swiss Re Julius Baer L1 Blockchain
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