Evaluation Infrastructure

Human Intelligence for
Frontier AI Safety.

The specialized evaluation partner for high-stakes deployments. We provide rigorous red teaming, agent validation, and compliance datasets for AI companies that cannot afford to fail.

72h Pilot Turnaround
>0.90 Inter-rater Reliability
100% US-Based Experts

The Validation Gap

Automated benchmarks miss the failures that matter most.

01

Edge Cases

Standard evals miss the subtle refusal behaviors and hallucinations that break user trust in production.

02

Compliance Risk

Automated tools cannot verify adherence to complex regulatory frameworks like HIPAA or EU AI Act.

03

Subjectivity

Nuanced queries require domain-specific human judgment, not generalized crowdworker consensus.

Evaluation Capabilities

Red Team Testing

Adversarial testing to identify vulnerabilities before deployment. We test for jailbreaks, prompt injections, and goal hijacking.

  • Adversarial Attack Simulation
  • Vulnerability Reporting
  • Remediation Consulting

Agent Validation

Multi-turn conversation analysis for agentic systems. We verify goal completion, safety boundaries, and tool use accuracy.

  • Multi-turn Logic Tracing
  • Tool Use Verification
  • Safety Boundary Checks

LLM Output Evaluation

Expert assessment of model outputs across specialized domains including healthcare, law, and finance.

  • Domain Expert Review
  • Factuality Checking
  • Tone & Style Analysis

Compliance Datasets

Creation of gold-standard, human-annotated datasets designed to satisfy regulatory requirements.

  • Regulatory Alignment
  • Audit-Ready Documentation
  • Bias & Safety Annotation