Collinear AI

What if your AI got better every time it made a mistake? Most production AI stagnates after launch. Errors accumulate, risks grow, and trust erodes. Collinear flips that script. We’re the first AI improvement platform, helping teams at ServiceNow, MasterClass, Kore.ai, and Humain turn failure modes into fuel for performance. Our platform integrates three tightly linked workspaces: • Assess — benchmark safety, reliability, and performance across real-world use cases • Red-Team — simulate high-stakes scenarios across 300+ regulatory and domain-specific challenges • Curate — turn model vulnerabilities into high-quality training data that drives measurable improvement Together, they create a flywheel that enables responsible, high-performing, and continuously improving AI systems ready for enterprise scale. What we offer: • Automated, scalable model evaluation across safety, accuracy, and governance • Advanced red-teaming capabilities aligned with frameworks like OWASP and NIST • Synthetic data generation and fine-tuning tools to improve model behavior • AI that doesn’t just pass the test, it learns from it