Assess

Custom assessments for real-world scenarios that scale up to handle extensive model evaluations tailored to your safety, reliability and performance needs.

Automated red-teaming and vulnerability assessments for real-world scenarios, scaling up to handle extensive model evaluations tailored to your safety needs.

Assess

How you can benefit from Collinear's Assess

Understand exactly how your AI system performs against metrics that matter to your business. Collinear's assessment tools deliver precise, actionable insights at speed and scale.

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
Enterprise AI Safety
Multi-lingual

Collinear Assess Judges

Detects harmful outputs and vulnerabilities before deployment using our suite of judges.
Safety Judges
Evaluate model safety including bias, toxicity, and harmful content generation
Reliability
Test model consistency, accuracy, and robustness under various conditions
Performance
Benchmark model performance on specific tasks and compare against baselines
Customers

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

View case study

Global Telecom Leader builds custom Conversation Quality metric to improve AI Agent Conversations

90%

correlation with
human CSAT

View case study

Frontier AI Lab Scales Red-Teaming to Strengthen Safety of Foundation Models

1,000+ jailbreaks

Multi-modal: text, image,
and video prompts tested

View case study
Products

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.

Learn More

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

Learn More

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.

Learn More
FAQs

Get answers to
common questions

What types of specialized AI Judges does Collinear Assess offer?

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.
How are assessment results delivered?

 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.
Do I need DevOps support to run an assessment?

No, Collinear handles all the heavy lifting. Just point, click, and go.