Font injection detection
Identifies characters inserted via PDF editor at the word level — the most precise indicator of post-creation tampering. Pinpoints exact page locations.
Financial document risk intelligence
Every edited document
Every edited document
leaves a trace.
DocPrism finds it.
Mortgage lenders and credit risk teams use DocPrism to detect manipulated bank statements, pay stubs, and tax forms in seconds — before fraudulent applications become approved losses.
Trusted by
Mortgage Lenders
Credit Risk Teams
Servicing Ops
Fraud & Compliance
Detection capabilities
The most common fraud vectors — detected automatically.
DocPrism runs nine parallel forensic checks the moment a document is submitted, covering every known manipulation technique used in financial document fraud.
Identity fraud detection
Compares the customer name visible on the document against the original PDF data layer. Catches name substitution attacks that bypass visual inspection entirely.
PDF binary & revision analysis
Detects incremental edits, hidden revision layers, multiple save operations, and tampered cross-reference tables in the underlying PDF structure.
Transaction math verification
Extracts all transactions, verifies running balances end-to-end, applies Benford's Law analysis, and cross-references duplicate transaction sets across documents.
Metadata & AI tool intelligence
Identifies AI generators (Canva, Firefly, Midjourney), PDF editors, and suspicious producers in file metadata. Detects stripped or falsified creation dates.
Negative database matching
Matches against a configurable library of known fraud tools, fake bank names, sample documents, placeholder content, and known fraud submission signatures.
Workflow
From submission to decision in seconds.
DocPrism slots into your existing review pipeline with no changes to submission channels or analyst tooling.
1
Upload
Analyst submits a bank statement, pay stub, or tax form. PDF or image — multiple files supported in a single batch.
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2
Analyze
DocPrism runs 9 forensic layers simultaneously — binary, metadata, font, layout, transaction, identity, image, duplicate, and pattern checks.
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3
Review
Risk score 0–100 with per-signal evidence. Critical signals are pinned at the top. Annotated PDF view highlights exact tampered regions.
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4
Decide
Approve, request supplementary evidence, or escalate. Every action is timestamped and audit-logged for compliance and regulatory review.
Why DocPrism
Built for real fraud operations, not demo dashboards.
Most document tools give you a pass/fail flag. DocPrism gives reviewers the forensic evidence to justify every decision, sign off every file, and defend every escalation.
Explainable signals, not black-box scores
Every flag traces to forensic evidence your team can read, understand, and cite in a file note or escalation report.
Fully private — zero data leaves your environment
Self-hosted Docker deployment. No cloud APIs, no third-party model calls. Applicant data stays within your security boundary.
Configurable to your review policy
Institution lists, pattern thresholds, scoring weights, and review rules are tunable to match your approval standards and regulatory model.
Role-based access & full audit trail
Analyst, Team Lead, Country Manager, and Admin roles. Every review action is timestamped, logged, and exportable for compliance audit.
See DocPrism analyze a real document
Send us a sample workflow. We will map our forensic signals to your review SLAs and show results on your own document types — no commitment required.