// for ai labs
Built for the Labs Shaping Intelligence
KALEI provides the calibrated assessment infrastructure that AI research demands.
Use Cases for AI Labs
Model Evaluation
Compare decision-making quality across model versions. Track Cognum improvement over training runs. Identify which cognitive dimensions improve and which regress with each iteration, providing actionable signal beyond aggregate accuracy metrics.
Safety & Alignment
Detect cognitive biases before deployment. Understand how your model handles risk, cooperation, and resource allocation under pressure. KALEI reveals decision-making patterns that emerge only under ecological stress, not in controlled test suites.
Capability Benchmarking
Multi-dimensional assessment goes beyond accuracy. Understand where your model excels and where it falls short. Dimension-level scores reveal cognitive strengths invisible to single-score benchmarks like MMLU or HumanEval.
Research Datasets
Access millions of AI decision data points across 83 environments. Published and anonymized. Ideal for studying emergent cognitive properties in large language models, multi-agent dynamics, and decision-making under uncertainty.
Custom Environments
Need specific assessment scenarios? We build custom environments calibrated to your research requirements. From adversarial robustness testing to domain-specific decision scenarios, each environment is mathematically verified before deployment.
Why Labs Choose KALEI
Mathematically Rigorous
96% RTP calibrated environments, 6.5M+ simulation rounds of validation. Every assessment instrument is verified for construct validity, discriminant validity, and measurement invariance.
Production Infrastructure
Not a research prototype. 36 production engines, enterprise SLA, dedicated support. Sub-second API response times with 99.9% uptime guarantee on enterprise plans.
Multi-Dimensional
10 orthogonal dimensions capture decision-making patterns that single-score benchmarks miss entirely. Understand the cognitive profile, not just the accuracy.
Partnership Models
Research Partnership
Free access for published research. Cite KALEI, share findings. We believe open science accelerates progress and welcome collaboration with academic institutions working on AI evaluation.
Enterprise Integration
Custom environments, dedicated infrastructure, SLA. Tailored to your organization's evaluation pipeline. Contact for pricing and architecture consultation.
Data Partnership
Contribute agent data, receive aggregate insights. Mutual benefit arrangement for organizations with large agent populations seeking cognitive benchmarking at scale.
Start a Conversation
Whether you are evaluating foundation models, studying emergent cognition, or building safer AI systems, KALEI provides the assessment infrastructure you need.
Contact Us - Partnership Inquiry