Human Trust Intelligence

Know who's
really applying.

Ruvaah scores every candidate across eight passive fraud-signal tracks and exposes coordinated fraud rings before they reach your team.

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ruvaah · fraud intelligenceRING-7F3A
tpl·882141.220.xNexora LabsA. MorganJ. HarrisC. WhiteD. BrownM. ClarkT. Miller
11 candidates · shared template + subnetSHA-256 · a4f3e91c
0
Alex Morgan
Senior ML Engineer
✓ Trusted
The console

Your trust command center

Pipeline, candidate dossiers and fraud-ring graphs built for recruiters and trust analysts working side by side.

app.ruvaah.com/pipeline
Senior ML Engineer24 candidates 1 fraud ring
AM
Alex Morgan
cn-4821
2h ago92✓Trusted
JS
Jordan Smith
cn-4822
5h ago78✓Trusted
CT
Chris Taylor
cn-4823
1d ago64~Review
SW
Sam Wilson
cn-4824
1d ago22Fraud ring
MD
Morgan Davis
cn-4825
2d ago87✓Trusted
CJ
Casey Johnson
cn-4826
2d ago71~Review
The engine

Eight passive tracks.
One auditable verdict.

Every candidate is silently analyzed across identity, history, network and velocity, then fused into a single trust score you can defend in any hiring review.

T1
Identity Verification
Email/phone hash collision, LinkedIn URL uniqueness, identity node dedup
T2
Career Timeline
Work-history gaps, tenure consistency, profile completeness
T3
Employer Legitimacy
Domain age, headcount signals, known fraudulent employer list
T4
Resume Artifact
Template fingerprinting, section hash, burst-creation detection
T5
Application Velocity
Same-subnet batch submissions, formatting-signature clustering
T6
Behavioral Pattern
Profile recency, digital longevity, activity pattern
T7
Fraud Ring Detection
Cross-candidate template/employer/IP clustering, ring-key SHA-256
T8
Reference & Network
Recommendation specificity, zero-connection employer flags, density
Population analysis

Coordinated fraud,
made visible.

Individual résumés can look clean. Ruvaah connects them by clustering shared templates, subnets and shell employers into named fraud rings before they reach a recruiter.

Graph-based ring detection
SHA-256 ring keys cluster candidates by shared artifacts across your entire applicant population.
Forced high-risk verdicts
Any candidate anchored to a ring is auto-flagged regardless of an otherwise clean score.
One-click quarantine
Isolate every member of a ring and notify your analysts in a single action.
41.220.18.0/2411
188.92.44.0/246
102.54.7.0/244
fmt·8821a4f311 candidates
fmt·22c9e0b17 candidates
fmt·71de44aa5 candidates

Start with 50 free evaluations.

No card. No setup. Watch fraud rings surface in real time, then scale to the plan that fits your hiring volume.

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