Template Analysis
TBOS compares incoming documents against known authentic templates. Documents generated from third-party or fraudulent templates are identified and flagged automatically.
The Problem
Fraud Is Getting Harder to Spot
Document fraud in lending is increasingly sophisticated. Altered paystubs, fabricated bank statements, and template-generated income documents can fool manual reviewers — especially at scale. One missed fraud event can cost thousands. Repeated misses can cost your business its reputation.
Manual review isn't enough. You need a system that never gets tired, never gets fooled, and never lets its guard down.
How TBOS Detects Fraud
Multi-Layer Fraud Detection Built Into Every Decision
TBOS doesn't treat fraud detection as an afterthought. It's embedded into every paystub that enters the platform.
Data Consistency Checks
Income figures, dates, employer information, and other key data points are cross-validated for internal consistency. Mismatches that suggest manipulation surface immediately.
Field-Level Explainability
Every fraud flag comes with a clear, auditable explanation. Reviewers see exactly which fields triggered the decision — no black box, no guesswork.
Outcome What It Means
Clear Decisions. Every Time.
When TBOS evaluates a document, it produces one of four outcomes
Accept
All criteria met. Straight-through processing. No human intervention needed.
Review
Partial issues flagged. Routed to a human reviewer with context.
Reject
Document fails validation. Automatically declined.
Fraud
Manipulation or inauthenticity detected. Flagged with full justification for audit.
Why It Matters
The Cost of Missing Fraud Is Too High to Ignore
Protect Your Portfolio
Catch fraudulent applications before they become funded loans.
Reduce Liability
Every fraud decision is documented and explainable, supporting compliance and audit requirements.
Scale Without Risk
As volume grows, TBOS scales with it. Your fraud detection doesn't degrade when your team is stretched.
Faster Resolution
Fraud cases are surfaced with supporting evidence, reducing investigation time for your team.
REAL-WORLD EXAMPLE
Caught Before Funding
A paystub enters the TBOS platform. It looks legitimate — correct formatting, plausible numbers, a real employer name. But TBOS identifies that the document was generated using an external template commonly associated with fraudulent submissions.
The document is classified as Fraud. A detailed justification is generated, including the specific signals that triggered the decision. The case is logged, flagged for audit, and the application is stopped — before a single dollar is funded.
No manual reviewer caught it. TBOS did.
TBOS intelligence Platform
ROI Calculator
Estimate operational savings, fraud prevention impact, and processing efficiency Using TBOS AI-powered document intelligence.
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RETURN OF INVESTMENT
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NET BENEFIT
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Every $1 spent on TBOS generates approximately $-- in business value.
Documents Processed
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14,200 applications x 8 docs
Fraud Cases Detected
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Based on 100% detection rate
Fraud Attempts
--attempts
Based on monthly Fraud rate
Time Saved
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Manual Hourly Rate
In-Depth Summary
Comprehensive details
Fraud Prevention Savings
Fraud cases x Average Loan
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Time Cost Savings
Time saved x Hourly rate
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Total Benefit
Fraud prevention plus time cost savings
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TBOS Monthly Cost
Docs processed per month times cost per app
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RETURN OF INVESTMENT
Total Benefit over TBOS cost
$--
Benefit Breakdown
How the value is created
Fraud Prevention Savings
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Time Cost Savings
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TBOS Monthly Cost
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Net Benefit
Total Benefit minus TBOS monthly cost
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Ready to Close the Door on Document Fraud?
TBOS gives you the intelligence to fund with confidence — knowing every document in your pipeline has been reviewed, validated, and verified.