Assess
How you can benefit from Collinear's Assess
Tailor evaluations to your exact standards
- Define your scoring criteria with only a few labeled examples
- Launch one-click evaluations that auto-apply your custom scoring - no prompt engineering needed
Accelerate time to market,safely and reliably
- Reduce hallucination rates by 50%
- Boosting QA velocity by 70%
- Ship trustworthy models 3x faster
Collinear Assess Judges
Evaluate model safety including bias, toxicity, and harmful content generation
Test model consistency, accuracy, and robustness under various conditions
Benchmark model performance on specific tasks and compare against baselines
Case Studies
From pioneering startups to global enterprises, see how leading companies are deploying safer, more reliable AI solutions in days with Collinear AI
Fortune 500 enterprise software company matches larger-model accuracy with half the data
$10M+
saved in compute spend through
targeted data curation
Global Telecom Leader builds custom Conversation Quality metric to improve AI Agent Conversations
90%
correlation with
human CSAT
Frontier AI Lab Scales Red-Teaming to Strengthen Safety of Foundation Models
1,000+ jailbreaks
Multi-modal: text, image,
and video prompts tested
Learn more about
Assess
Automated red-teaming and vulnerability assessments for real-world scenarios, scaling up to handle extensive model evaluations tailored to your safety needs.
Red-team
One-click adversarial testing across 300+ mapped risks. Built to surface policy breaches and domain-specific failures your team actually cares about, before they become real-world incidents
Improve
Enhance AI responses using prompt optimization influenced by user feedback, alongside synthetic data generation and fine-tuning supported by robust safety metrics and analytics.
Get answers to
common questions
Collinear AI provides a range of specialized AI Judges tailored to meet diverse industry needs.
These include:
- Safety Judges
1. Collinear Guard - Detective control judge for safety.
2. Collinear Guard Nano v1 - Preventative control judge for safety.
3. Collinear Guard Nano v2 - Preventative control judge for safety.
- Reliability Judges
1. Veritas 1.0 - Detective control judge for reliability.
2. Veritas Nano 1.0 - Preventative control judge for reliability.
Within minutes you get:
- An overall pass/fail score and percentage
- A histogram showing score distribution
- A dashboard of clustered vulnerabilities (e.g., PHI leakage, denial tone)
- Full-context transcripts with judge explanations for every failure
- One-click export of flagged cases into Curate to turn insights into corrective training data.
No, Collinear handles all the heavy lifting. Just point, click, and go.
Stop launch-and-pray AI.
Simulations catch failures before your customers do.