For eligibility teams
Uploaded proofs should not become your slowest, riskiest queue.
When trusted data sources cannot confirm income, status, a life event, identity, or residency, your reviewers are left making high-stakes decisions from PDFs and photos. Detectory turns those uploads into clear findings: what looks genuine, what looks manipulated, what connects to a wider pattern, and what needs a human call.
What your reviewers see every day
Clear decisions from the proofs applicants upload
Your team should not have to choose between moving fast and being audit-ready. Detectory checks the file, compares it with known templates and calculations, connects it to related applications, and gives reviewers itemized evidence they can trust.
Income & Employment Proofs
This is where verification backlogs usually start. Applicants upload paystubs, letters, tax forms, and benefit statements when data sources cannot confirm attested income, and reviewers need to know which items are clean enough to move forward and which deserve escalation.
What Detectory checks
- Font and kerning consistency across earnings lines
- Arithmetic validation: gross, deductions, YTD totals
- Employer EIN resolution against IRS records
- Template match against known payroll providers (ADP, Gusto, Paychex)
- PDF metadata: creation tool, edit history, layer analysis
Paystub (biweekly)
ADP-format stub, uploaded as PDF
YTD totals do not sum across pay periods; document created in Canva, not a payroll system
Employer letter
Letterhead attestation of wages and hours
Letterhead genuine, but signature block font differs from body; routed to human reviewer
IRS Form 1040
Self-employed applicant, first two pages
Layout, typography, and field arithmetic consistent; cleared in 9 seconds
SSA award letter
Social Security disability income proof
Template and benefit-amount format match SSA issuance patterns
Unemployment statement
State UI benefits summary
Agency seal resampled at different resolution than document body; template reused across 14 other applications
W-2 / 1099
Annual wage and contractor income forms
Employer EIN resolves; box arithmetic validates
Bring the queue your team worries about most.
Send redacted samples from real review queues and we'll walk through the findings live: what clears quickly, what needs a reviewer, and what looks connected to a larger fraud pattern. Detectory supplies the evidence; your team stays in control of the decision.