Improve
Collinear Improve Judges
Evaluates and enhances your model's ability to maintain logical flow and contextual consistency.
Measures how effectively your model handles multi-step instructions and nuanced user requests.
Assesses your model's ability to produce human-like responses with appropriate tone and style.
Tests your model's performance across edge cases and underrepresented scenarios.
Gauges your model's precision in executing specific user directives as requested.
Improve
Optimize AI responses through
fine-tuning
benefits of advanced AI while eliminating the risks.
Data Curation
- Instruction Following
- Preference Data
Alignment
- SFT
- RLAIF
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.
Guard
Deploy real-time protection that prevents AI hallucinations and unsafe content before they reach your customers
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.
Case Studies
From pioneering startups to global enterprises, see how leading companies are deploying safer, more reliable AI solutions in days with Collinear AI
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Transforming Enterprise AI with Innovation and Safety
91%
of AI-generated responses showed significant improvement
Transforming LATAM Real Estate with AI-Powered Solutions
15% increase
in unique visitor-to-first-visit conversion with Collinear's Custom Sales Agent Judge
Get answers to
common questions
Yes, Collinear AI offers flexible deployment options tailored to meet the security and operational requirements of our customers. Our platform can be deployed on-premise, allowing enterprises full control over their data and compliance with strict data residency regulations. This option ensures that all interactions and data processing occur within the client's own IT environment.
Collinear AI provides a range of specialized AI Judges tailored to meet diverse industry needs.
These include:
- Safety Judges
1. Llama-guard-3 - Meta’s off the shelf judge for safety.
2. Collinear Guard v1.0 - Detective control judge for safety.
3. Collinear Guard Nano v1.0 - Preventative control judge for safety.
4. Collinear Guard Nano v2.0 - Preventative control judge for safety.
- Reliability Judge:
1. Lynx 8B - Patronus AI’s off the shelf judge for reliability.
2. Veritas 1.0 - Detective control judge for reliability.
3. Veritas Nano 1.0 - Preventative control judge for reliability.
- Custom Judges: Use a prompted model to create any custom judge.
Collinear AI supports extensive customization through our modular AI Judges and Weaver synthetic data platform, which can be tailored to specific industry challenges or operational goals. Our team works closely with clients to understand their unique needs and configures the AI system to integrate seamlessly with existing workflows and systems, providing a truly bespoke AI solution.
Collinear AI’s core capabilities are focused on:
- Assess: Red teaming and vulnerability assessments.
- Guard: Custom guardrails and monitoring systems.
- Improve: Prompt optimization, synthetic data generation, and fine-tuning.
