Independent, population-level benchmarking.
Kindlee delivers independent, third-party benchmarks to quantify AI risk and performance across real-world populations — not just internal test data.
Audit-ready evidence.
Generate defensible, repeatable outputs that meet regulatory standards and support internal audits, model validation, and compliance reviews.
For leading financial institutions.
Built for teams managing risk, compliance, governance, and performance across banks, fintechs, insurers, and payment providers.
Grant secure access
Read-only access via test accounts so Kindlee can run audits without data transfer
Run fairness analysis
Evaluate bias, performance and compliance using advanced fairness metrics.
Get actionable insights
Receive clear, prescriptive recommendations to mitigate bias and improve outcomes.
AI safety & risk oversight
Independent assessment of AI systems to identify safety, fairness, and regulatory risks before they impact customers or compliance outcomes.
Benchmarking & performance analytics
Population-level measurement and KCTI benchmarking to understand real-world AI performance beyond internal testing.
Representative persona testing
Systematic evaluation across diverse user conditions to surface accessibility issues, bias, and edge-case failures.
Anomaly & failure detection
Identification of abnormal behaviors, blind spots, and risk patterns that may undermine trust or regulatory confidence.
Designed for regulated environments.
Built with auditability in mind.
Kindlee Benchmark: an independent authority on AI system performance and risk in financial services.