The neutral party between the people who build detection and the people who depend on it.
Margen is independent of every detector on the market, so the same evidence carries weight on both sides. That neutrality is what lets one number serve three groups at once: the buyers deploying detection, the vendors building it, and the partners we publish and co-deliver with.
One independent layer, trusted on both sides.
Vendors build detection. Buyers depend on it. We are the neutral party in the middle that measures whether it holds, with no detector of our own to sell.
Detection vendors
The models sold as fraud defense.
Margen
The measurement layer. We test whether the detection holds, with no detector of our own to sell.
Buyers
KYC, hiring, and enterprise security teams.
- 14
- detectors evaluated
- 12
- demographic groups covered per detector
- 1.00 to 0.34
- top detectors, from perfect to below a coin flip
- 0
- detectors we sell, by design
Every side of the same arms race comes to us for the same thing: a measurement of whether the detection holds. Find the one that fits you.
You depend on detection you bought or built.
You hold real biometric data, and a detection system is the control standing between it and fraud. You need an independent number you can defend to auditors, procurement, and your own board.
Identity verification and KYC
Liveness-flow operators under continuous attack.
See the breakdownBuyerHiring and interview platforms
High-volume detection, real candidates, real funnels.
See the breakdownBuyerEnterprise security leadership
CISOs procuring detection technology directly.
See the breakdownYou build detection. Show that it holds.
Your buyers no longer take your own benchmark at face value. We supply third-party evidence, grounded in a corpus and a method your team did not control, that you can hand straight to procurement.
You extend your engagement into the detection layer.
Security and social-engineering firms co-deliver our detection-layer evaluation inside their own engagements. The customer gets one joint report covering both the human layer you already test and the technical layer we measure.
You help build the benchmarks everyone can cite.
Academic and standards organizations work with us on the open benchmarks and the shared measurement layer. The methodology stays public, so the results carry weight no single vendor could claim alone.
Margen is the measurement layer between detection vendors and the buyers who depend on them.
An independent assessment layer.
Third-party, with no detection product of our own to sell.
A reproducible methodology.
Every claim is backed by a dataset, a pipeline, and a margin of error.
Adversarially honest.
We test under the hardest conditions buyers face in production.
See where your detection system stands.
Whichever side of the market you are on, the question is the same: does your detection hold against what is actually coming? Bring it to us and find out, with the evidence behind the answer.