01
Custom investigations
Coordinated abuse, insider threats, nation-state actors, and the cases where the answer matters more than the timeline.
Custom expert services
When the problem is novel, the stakes are high, and the playbook has not been written yet. Bring in the people who write playbooks for a living.
Overview
Some problems are not a feature request. A novel disinformation campaign. A crisis that hits before your policy has caught up. A new product launch that needs labeling at a price and pace nobody else can hit. A hiring pipeline that has become an attack surface.
Our services team has built and led some of the most consequential trust and safety operations of the last decade. We bring that experience to bear directly. Not as advisors. As operators alongside your team.
Capabilities
01
Coordinated abuse, insider threats, nation-state actors, and the cases where the answer matters more than the timeline.
02
Build, refactor, or stress-test the policies that drive your enforcement with operators who have written them at scale before.
03
When something breaks publicly, you need people who have been through it. We run the response, the comms support, and the post-mortem.
04
Accurate, AI-ready training data with real-time evaluation and faster turnaround. At a better price than the labeling shops you have outgrown.
05
Our KYA system protects your hiring pipeline from synthetic identities, fake credentials, and applicant fraud, all connected directly to your ATS.
06
Targeted investigations into specific actors, networks, or behaviors. Written up in a form your security and policy teams can act on.
Overview
Engagements are scoped to outcomes, staffed with senior operators, and embedded with your team for the duration. Findings are operational. They ship into Cinder workflows, agents, and policies. Not into a deck that gets filed and forgotten.