Unstructured documents.
Structured, actionable data.
AI-powered extraction, validation, and workflow automation for Foreign Trade, Invoices, KYC, and Forms. Accelerate processing, reduce operational costs, and improve compliance at scale.
Challenges the Client Faced
Before Building the Extraction Platform
Enterprises operating across complex, high-volume document workflows face rigid OCR tools and manual processing that create critical bottlenecks at every stage.
Template Rigidity & High-Volume Silos
Highly dynamic and inconsistent templates across logistics, finance, and operations. Traditional OCR solutions required explicit template configurations for every new layout variant, causing massive operational friction.
Low-Quality and Multilingual Obstacles
Low-quality scans, skewed mobile photos, and handwritten margin data from international stakeholders stalled processing queues, forcing manual intervention and high processing latency.
The Table "Row Explosion" Risk
Standard database joins and rule-based extractors failed when interpreting complex table structures and nested matrix layouts. Row items frequently misaligned, leading to corrupted financial reporting counts.
Compliance & Audit Lag
KYC, trade documentation, and invoice validation require field-level confidence scoring and audit trails. Manual processing can't provide either at the speed regulators expect.
Deep capability across four critical document types.
Intelligent Document Processing isn't a generic OCR tool. It's purpose-built with domain-specific intelligence for each of the four document categories that matter most to BFSI, trade, and enterprise operations.
Foreign Trade Documentation
Bills of Lading, Certificates of Origin, Packing Lists, Letters of Credit, Shipping Instructions, Customs Declarations
- ›Extracts consignee, shipper, port, HS codes, and cargo details from unstructured trade docs
- ›Handles multi-page, multi-party documents with cross-referencing across BL, invoice, and packing list
- ›Validates trade data against regulatory and customs compliance rules automatically
- ›Processes low-quality scanned originals from international counterparties — no re-scanning required
- ›Multilingual extraction across English, Arabic, Chinese, and other trade-route languages
- ›Detects discrepancies between Letter of Credit terms and shipping documents
- ›Eliminate manual keying of trade document data into ERP and customs systems
- ›Reduce customs clearance delays caused by document discrepancy errors
- ›Faster LC negotiation and document presentation with automated compliance checks
- ›Full audit trail for every trade document processed — ready for regulatory review
- ›Scale processing volume without adding back-office headcount
Invoices
Vendor Invoices, Tax Invoices, Pro-forma Invoices, Credit Notes, Purchase Orders, Remittance Advices
- ›Extracts header data, line items, tax breakdowns, and totals from any invoice format
- ›Handles complex table structures with multi-row line items without row misalignment
- ›Auto-matches extracted invoice data against PO numbers and GRN records
- ›GST, TDS, and other tax field identification and validation for Indian invoice formats
- ›Processes PDF, image, email-attached, and scanned invoice formats in a single pipeline
- ›Flags exceptions — mismatched amounts, missing fields, duplicate invoices — before ERP entry
- ›Straight-through processing for standard invoices — zero manual touchpoints
- ›30%+ reduction in AP processing costs (proven in deployment)
- ›Eliminate late payment penalties caused by processing backlogs
- ›Faster month-end close with automated invoice reconciliation
- ›Vendor satisfaction improvement from faster payment cycles
KYC Documents
Aadhaar, PAN, Passport, Voter ID, Utility Bills, Bank Statements, Company Registration Documents, Board Resolutions
- ›Extracts identity fields (name, DOB, ID number, address) from all standard Indian ID formats
- ›Validates extracted data against format rules, expiry dates, and checksum patterns
- ›Detects tampered, low-quality, or expired documents with confidence scoring
- ›On-premise deployment — zero PII leaves your infrastructure
- ›Processes individual and corporate KYC document sets in a single workflow
- ›Generates structured KYC data output ready for core banking or onboarding systems
- ›Reduce customer onboarding time from days to hours
- ›Full RBI data localisation compliance — no third-party API calls
- ›Consistent KYC quality across all channels — branch, digital, and partner
- ›Automated re-KYC workflows for periodic compliance refreshes
- ›Audit-ready extraction logs for regulatory inspection
Forms
Loan Applications, Account Opening Forms, Insurance Claim Forms, Survey Responses, HR Onboarding Forms, Government Forms
- ›Extracts structured data from both digital and handwritten form submissions
- ›Handles checkboxes, tick-boxes, multiple-choice fields, and signature detection
- ›Identifies incomplete or inconsistent form fills and routes to exception queue
- ›Maps form fields to target database schemas with configurable field mapping rules
- ›Supports multi-page forms and form sets (e.g. loan application + supporting docs)
- ›Works on legacy printed forms with no structural consistency across versions
- ›Eliminate manual data entry for high-volume form processing operations
- ›Faster loan and account processing — applications move from intake to underwriting without manual touchpoints
- ›Reduce NIGO (Not In Good Order) rates with automated completeness checks
- ›Consistent data quality across all form types and submission channels
- ›Scalable processing of seasonal or campaign-driven volume spikes without staffing up
Everything your document processing
team needs. Nothing it doesn't.
AI-Powered Document Extraction
Template-agnostic AI engine that extracts structured and unstructured data from any document format with minimal manual intervention.
PDF & Image Document Support
Full support for PDFs, scanned files, images, invoices, forms, IDs, bank statements, contracts, and business records.
OCR-Enabled Intelligent Text Recognition
Advanced OCR processing with resolution-cleaning modules to accurately extract text from low-quality and skewed scans.
Advanced Table Understanding & Parsing
Reconstructs row-column matrix paths to isolate complex and nested table structures without requiring predefined templates.
Multi-Language Extraction & Translation
Extracts and translates content from documents across multiple languages and formats.
Data Cleaning & Transformation Engine
Normalizes schemas, cleans values, and passes inputs through configurable business rule-based processing before downstream routing.
API & Third-Party Integration Support
Seamless ingress via automated third-party platform hooks, batch storage drops, or native vendor portals with full API support.
Workflow Orchestration Support
Configurable workflow orchestration and review layer with Kafka-based asynchronous event management for high-volume document processing.
Audit Logs & Extraction Transparency
Complete extraction transparency with audit logs, exception management dashboard, and scalable enterprise-ready architecture.
End-to-End Intelligent Document Extraction Pipeline
We engineered an end-to-end multi-agent AI extraction and pipeline routing hub driven by Kafka asynchronous event management and Gemini LLM. The system dynamically maps, normalizes, and translates data structures regardless of layout format.
Designed for teams handling
high document volumes.
Enterprises handling high document volumes
BFSI companies
Logistics & supply chain businesses
Finance & accounts teams
HR and onboarding departments
Insurance companies
Healthcare organizations
Legal and compliance teams
Data processing and BPO companies
Leveraging a future-ready
tech ecosystem
Frontend
React.js & JavaScript — responsive, scalable UI for document upload portals and internal extraction dashboards.
Backend
Python & Django powering all business logic, data transformation, extraction engines, and API orchestration.
Async Processing
Kafka-based event streaming for high-throughput, low-latency processing of large-volume document batch uploads.
AI / LLM
Gemini LLM integration for intelligent document extraction, multilingual translation, and layout context parsing, combined with specialized models.
Database
MySQL for structured relational data storage with multi-tenant partitioning and entity-wise data isolation.
Cloud & Hosting
AWS Cloud infrastructure on Ubuntu Server with AWS Amplify for scalable, reliable production deployments.
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