Hire AI Evaluators
Stress-test, benchmark, and secure your systems with professional human evaluations. Identify security leaks, hallucinations, and alignment drift.
Models that pass automated benchmarks fail in real usage
Relying solely on standard academic datasets (like MMLU or GSM8K) doesn't guarantee your app will run safely. Models face complex user edge cases, bias escapes, prompt injection attempts, and drift that standard validation scripts cannot detect.
- Unnoticed drift in model alignment following minor updates or weight shifts.
- System vulnerabilities exposed by malicious user prompts (prompt injection).
- Qualitative criteria like tone, style, and brand voice that code-only tests can't evaluate.
Comprehensive human benchmarking and red-teaming
We provide expert AI Evaluators to systematically audit LLM responses, grade quality metrics, and run adversarial red-teaming campaigns. Our teams check compliance against style guides, detect factual drift, and identify safety flaws before deployment.
- Adversarial red-teaming to uncover vulnerabilities, toxicity, and hallucinations.
- Bespoke validation rubrics designed specifically for your product's requirements.
- Rigorous double-blind human grading with high inter-annotator agreement metrics.
Designed for direct business impact
Adversarial Stress Testing
Our evaluators simulate creative hacking and edge cases to find security escapes and jailbreaks in your system.
Custom Scoring Rubrics
We design evaluation frameworks tailored to your brand, ensuring alignment with tone of voice and technical constraints.
Factual Drift Analysis
Run routine regression testing to guarantee model quality doesn't decay after pipeline updates.
How we ship your software
Threat Modeling & Goals
We outline evaluation boundaries, identify target hazards, and specify safety/alignment goals for the model auditing.
Rubric Construction
We build quantitative and qualitative scoring criteria mapping to your product's safety standards and user expectations.
Rubric Construction
We build quantitative and qualitative scoring criteria mapping to your product's safety standards and user expectations.
Auditing & Stress Testing
Our team executes manual evaluations, red-teaming attacks, and detailed multi-turn conversations with the target system.
Vulnerability Report
We deliver a detailed vulnerability audit outlining alignment escapes, regression data, and prompt improvement suggestions.
Vulnerability Report
We deliver a detailed vulnerability audit outlining alignment escapes, regression data, and prompt improvement suggestions.
Frequently Asked Questions
Ready to construct your vision?
Get in touch for an honest consultation about your systems architecture, timelines, and budgets.
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