Proxy-candidate detection for stand-in test-takers
Identity verification embedded in the hiring workflow
Application-level behavioral and media-pattern analysis
Facial recognition, object detection and spoof-mitigation in one platform
SDK, on-premises container, or SaaS deployment options
Top-scoring result in a DHS/CBP masked-face identification rally
Third-party NIST-tested accuracy ranking among western vendors
Stated bias-mitigation commitment backed by representative training data claims
Pros
Detection technology predates and extends beyond the hiring use case, giving it a broader technical base than single-purpose tools
Founding team's intelligence and security background fits the adversarial nature of the problem
Addresses a documented, rising fraud vector (fake remote IT workers) rather than a hypothetical risk
Independently tested and ranked by government and NIST benchmarks, not only self-reported
Flexible deployment (SDK, on-prem or SaaS) fits varied enterprise infrastructure
Continues operating as its own named, actively updated brand after two acquisitions
Cons
No public pricing; enterprise-only sales process excludes smaller employers
Narrowed focus toward hiring fraud means broader deepfake-detection use cases get less product attention now
Deepfake-detection accuracy is an ongoing arms race, not a solved, static problem
No published pricing; every deployment starts with a sales conversation
Facial recognition and biometric tracking carry real civil-liberties considerations
Best fit for enterprise and government buyers rather than individuals or small teams
Company
Clarity, founded 2022
BigBear.ai, founded 2013
Prices come from each vendor's pricing page, last checked 20260923. Check the vendor before you buy.
FAQ
Questions people ask
Is Clarity better than Trueface AI?
In our reviews Clarity scores 4.2 and Trueface AI scores 3.9. The better pick depends on the job. Clarity: AI platform detecting deepfakes, voice clones, and proxy candidates to stop hiring fraud during video interviews. Trueface AI: Enterprise computer-vision platform for facial recognition, identity verification and weapon detection, now operated as BigBear.ai's Trueface product line.