DOCUMENT PROCESSING PIPELINE
Watch how an unstructured document is transformed into validated structured data, one AI step at a time.
DOCUMENT
Invoices, receipts, or statements enter the pipeline as raw PDFs or scans.
Invoices, receipts, or statements enter the pipeline as raw PDFs or scans.
An AI model segments the page into header, table, and metadata regions.
Optical character recognition reads native text and scanned content.
Line-item tables are parsed into clean rows and columns.
Header fields such as invoice number, supplier, dates, and totals are mapped.
Clean structured data for downstream automation.
Accounts Payable Automation
Replace manual data entry with digital routing and validation. From capture to posting, every stage is traceable, controlled, and ready for audit.
Ingestion
- Multi-channel capture from email, scans, portals, and EDI
- AI extraction with OCR and machine learning
- Automatic categorization by vendor and priority
Verification
- Three-way matching against PO and receiving report
- Error detection for duplicates and tax mismatches
- Vendor validation against master data
Processing
- Predictive GL coding and Sage nominal assignment
- Rules-based routing to departments and approvers
- Exception handling with human-in-the-loop queues
Adjustments
- Debit and credit note workflows
- Supplier dispute resolution tracking
- Immutable audit trail for every change
Approval
- Hierarchical approval by amount and budget
- Mobile-ready review and reject actions
- SLA alerts to capture early-payment discounts
Hub
- ERP sync for SAP, NetSuite, QuickBooks, Oracle
- Payment execution readiness dashboard
- Cash flow and vendor performance analytics
Bank Reconciliation
An end-to-end extraction and matching pipeline that converts unstructured bank statement PDFs into structured ledger comparisons, auto-posts matched pairs, and surfaces exceptions for review.
PDF bank statements feed directly into the document extraction engine.
ERP and GL data are normalized into the same transaction model.
Matched transactions are posted to the ledger without manual entry.
Variance and unmatched items route to a human reviewer UI.
Use Cases & Target Customers
DocuSense is built for teams that process large volumes of documents, enforce controls, and need clean data flowing into their ERP.
Banking & Financial Services
KYC, statement, and loan document automation
Banks and financial institutions process high-stakes KYC files, account statements, loan applications, and regulatory documents. DocuSense extracts structured data, connects related entities, and reconciles statements with internal records.
- KYC documents processing
- Data extraction & statement reconciliation
- Entity relationship graph / data connectivity
Manufacturing
High-volume supplier invoice processing
Manufacturers receive hundreds of supplier invoices tied to purchase orders and goods receipts. DocuSense matches documents automatically and surfaces variances before payment.
- 3-way matching against PO and GRN
- Vendor-specific extraction rules
- Audit-ready approval chains
Retail & E-commerce
Fast-moving vendor and logistics invoices
Retailers process invoices from dozens of vendors and logistics partners. DocuSense captures multi-channel documents and routes them for quick approval.
- Email and portal ingestion
- Rapid line-item extraction
- Early-payment discount tracking
Construction & Real Estate
Project-based subcontractor billing
Construction firms handle milestone-based invoices and retention releases. DocuSense links invoices to projects, budgets, and contracts.
- Project and cost-center coding
- Retention and variation tracking
- Mobile approval for site managers
Professional Services
Consulting and recurring service invoices
Service firms manage recurring vendor subscriptions and consulting invoices. DocuSense automates coding and ensures consistent approval policies.
- Recurring vendor recognition
- Department-based GL coding
- Cash-flow visibility dashboards
Property Management
Supplier and maintenance invoice control
Property managers track service charges, maintenance bills, and supplier payments across multiple sites. DocuSense keeps every cost attributable to the right property.
- Property-level cost allocation
- Supplier statement reconciliation
- Centralized document archive
Integrations
DocuSense is designed to fit into your existing software ecosystem. Connect ERP, CRM, and SRM systems to keep finance data synchronized.
ERP Systems
Push approved invoices, journal entries, and ledger postings directly into your ERP.
CRM Platforms
Link vendor and supplier records to customer-facing workflows where context matters.
SRM & Procurement
Connect supplier master data, purchase orders, and contracts for closed-loop procurement.
Integration specifications and connector documentation are being finalized. Contact us to request a custom connector for your stack.