From unstructured chaos to
straight-through processing.
IV Doc ingests raw multilingual enterprise documents, extracts the data that matters, enforces business logic, and delivers verified payloads into core banking and ECM systems — with minimal manual intervention.
- 100%
- Verified payloads
- 2
- Native languages
- 3-tier
- Validation shield
One engine for every document your bank already receives.
Highly structured forms, semi-structured banking documents, or completely unstructured contracts — IV Doc treats them as one unified input.
Native English & Arabic — processed simultaneously, not as an afterthought.
Structured, semi-structured, unstructured, identity — handled by a single pipeline.
A triage switchboard that decides where each page goes — in milliseconds.
Structural analysis
Detects predictable banking layouts and routes them to template engines instantly.
Natural language processing
Reads context across contracts and statements to understand intent, not just glyphs.
Visual pattern CNN
Recognizes signatures, stamps, logos, and identity patterns even on noisy scans.
Two complementary engines. One verified output.
Template-based OCR for the layouts you know. AI-assisted deep learning for everything else. IV Doc routes to the right one automatically.
Template-based OCR
- Technology
- Rules & coordinate geometry
- Tolerance
- Low variation tolerance
- Best for
- Standardized banking forms
- Speed
- Instant for known templates
AI-assisted IDP
- Technology
- Agentic AI, OCR, Visual CNN
- Tolerance
- High variation tolerance
- Best for
- External KYC & variable layouts
- Speed
- Supervised learning, adaptive
From scanned remittance to database-ready JSON in one pass.
The extraction layer outputs a clean, typed payload — every field traceable to its source coordinates and confidence score.
- Sender & beneficiary entities
- IBAN with checksum validation
- Amount & currency normalization
- SWIFT / BIC structural check
{
"sender_details": "CORP LLC INTL",
"beneficiary_details": "GLOBAL LOGISTICS INC",
"iban_account_num": "AE98000000123456789",
"amount_currency": "USD 250,000.00",
"swift_bic_code": "BOFAUS3N",
"transaction_ref": "TXN-9988-7766A"
}Only validated, rule-compliant data reaches your core systems.
Every payload is filtered through three layers of business logic before it's accepted. Ambiguous cases route to a human queue — never silently dropped.
Core data validation
Missing field detection, syntax checks, formatting enforcement.
- IBAN checksum
- SWIFT/BIC structure
- Date normalization
Cross-field validation
Context-aware checks across fields within a single document.
- Entity matching
- Geographic logic
- Risk-limit triggers
Cross-document triangulation
Correlates evidence across the entire application package.
- Identity assurance
- Income verification
- Legal alignment
Auto-approve the clear cases. Escalate the ambiguous ones — never silently.
Every verified payload is either streamed to your core systems or routed to a human queue with full context, source coordinates, and confidence scores attached.
Auto-approved payloads stream directly into core banking & ECM.
Ambiguous or low-confidence cases reach a human reviewer with everything they need.
- Reviewer dashboard with side-by-side document & extracted fields
- Confidence scores and the exact rule that flagged the case
- Corrections flow back into training — the model gets sharper
Live from day one. Smarter every day after.
Day-one readiness
Pre-trained models optimized for standard banking documents, ready to deploy without historical data.
Bank-specific training
Custom learning layers trained on your institutional history and document quirks.
Exception feedback loop
Human-reviewed edge cases flow back into the pipeline. The system adapts to new layouts, novel formats, and your workflows.
100% verified payloads.
Zero-friction handoff.
Faster operations. Reduced compliance risk. The end of manual data-entry bottlenecks — and a measurable lift in straight-through processing rates.
See IV Doc process your documents in real time.
Bring a SWIFT remittance, a KYC packet, or a stack of contracts. We'll show you the verified payload in minutes.