“Cinder provided rigorous adversarial testing that matched our release velocity. Their team found important edge cases and helped us address them before launch.”
Ben Brooks, Head of Public PolicyBlack Forest Labs
Services
For the problems you cannot solve with software alone.
Full-service engagements run by the people who built the system. From launch readiness to ongoing operations. Outcome-based, not headcount-based.
Overview
Some safety problems require more than a platform.
A new model launch needs hands-on adversarial testing. A BPO transition needs operations expertise. A novel threat needs people who have seen it before and have the relationships to do something about it.
Our services team has spent careers at Meta, in government counterterrorism, and inside the BPOs your competitors rely on. They bring real-world adversarial experience to every engagement and write the findings back into your platform, not into a slide deck.
Services
Outcome-based help for high-stakes work.
Cinder services pair senior operators with the platform so findings become workflows, policies, and agents.
Red teaming + adversarial testing
Test your models against real-world abuse patterns, with people who have seen the worst of it firsthand.
BPO transition + moderation
Maximize your BPO with workforce planning, tooling, and operations expertise. Or run the operation end to end.
Custom expert services
Investigations, policy design, crisis response, data labeling, and Know Your Applicants, for the problems where the playbook has not been written yet.
Overview
The people who built the system are the ones you talk to.
No offshored handoff. No partner network you have never heard of. Engagements are staffed by Cinder operators with direct experience inside the platforms, agencies, and operations that have shaped modern trust and safety.