Human graders plus structured rubrics catch what automated checks miss. We grade the data. We do not run training.
A simulated feed of our grading loop, running on this page. Click any graded sample to see the reason behind its severity.
Grading model outputs against rubrics your team approves.
Adversarial prompts and jailbreak attempts, graded P0 to P3.
Does the answer stay faithful to the retrieved context?
Human comparisons and rankings to train reward models.
Click a level to see what it means in practice.
FACTS Suite factuality scores at release, Dec 2025, via VentureBeat and Parlour News coverage of the release notes. Scores are secondary-reported until the Kaggle leaderboard is re-checked. JudgeMyAI analysis of public data.
Five layers in every pilot. Hover to pull the stack apart, click a layer to inspect it.
You send 20 to 50 model outputs. Nothing gets graded until we have your data.
Try it yourself. Press 1 to 4, or tap the keys, to stamp a severity. Press N for the next sample.
Send 20 to 50 model outputs plus your rubric.
Human review against your rubric, severity on every sample.
Findings, patterns, and a walkthrough call, in 2 to 3 business days.
A wall of grading calls. Hover to pause the wall, click any card to flip it and read the reason.
We grade your AI model's outputs for hallucinations and quality problems. You send us samples, we score each one on a four-level severity scale, and you get a report showing exactly where your model fails and why.
A standard pilot takes 2 to 3 business days from the moment we receive your samples and rubric. Bigger batches take longer. We confirm the timeline with you before we start.
Trained human reviewers, backed by automated checks. Every sample gets graded, and a person reviews the report before it reaches you.
A graded report for every sample: severity score, what went wrong, and a suggested fix. Plus a summary of the patterns across the batch, so you know what to fix first.
We do not train models, run fine-tuning, or rent out experts we cannot verify. We grade outputs. That is the whole business.
Send 20 to 50 samples. Get a graded report in 2 to 3 business days.
Fill this in and we will scope a pilot around one question, with a written rubric and a graded report.
Your pilot request is with our team. Within 1 business day our team will review your response and discuss next steps with you.
A specialist reads your submission and maps it to one clear evaluation question.
Within 1 business day we reach out to lock the rubric, samples, and timeline together.
We grade 20 to 50 samples against the rubric and send your report with findings.
A 60-second tour of VideoEval scoring 10 AI-generated clips: prompt adherence, color saturation, motion ghosting, pass/fail verdicts, and the human review queue. Real demo, real numbers.
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