Extract structured data from unstructured PDFs, invoices, and contracts automatically
Stop paying staff to manually re-type data from scanned PDFs and spreadsheets. Our vision models extract line items, totals, dates, and terms with 99%+ accuracy.
Intelligent Document Processing & AI OCR
Paper documents, scanned PDFs, multi-currency invoices, and complex supplier contracts are major bottlenecks for growing operations. Traditional template-based OCR systems break the moment a vendor alters their invoice layout. We engineer Intelligent Document Processing (IDP) pipelines utilizing state-of-the-art vision models and structured JSON parsers. Our systems read multi-page documents, extract line items, tax numbers, and payment terms, cross-reference records with your database, and flag discrepancies for one-click human review.
Built as part of our AI Automations practice. We deliver production systems with clean source code handover, zero ongoing agency lock-in, and structured project milestones.
Core Engineering Capabilities
Every deliverable is constructed under strict production standards without brittle workarounds.
Universal Multi-Format Ingestion
- Processes scanned PDFs, high-resolution smartphone photos, TIFFs, and email attachments
- Advanced table parsing extracting complex multi-column line items and nested sub-totals
- Handwriting recognition capable of parsing handwritten notes, signatures, and check boxes
- Automated document classification routing invoices, contracts, receipts, and IDs to specialized parsers
Validation & Database Integration
- Strict Pydantic / Zod schema validation ensuring dates, currency, and numerical sums balance mathematically
- Direct database insertion into PostgreSQL, MySQL, QuickBooks, Xero, and SAP
- Automated vendor matching cross-referencing vendor tax IDs against your existing accounting records
- Automatic currency conversion and exchange rate logging for cross-border transactions
Human-in-the-Loop Review Console
- Confidence scoring per extracted field with visual side-by-side highlighting on the original PDF
- One-click review dashboard alerting team members only when extraction confidence falls below 95%
- Continuous active learning where manual corrections fine-tune future document extraction prompts
- Exportable audit packages containing the original file, extracted JSON, and timestamped sign-off logs
Real-World Client Scenarios
How commercial organizations apply this technology to eliminate bottlenecks and accelerate revenue.
Accounts Payable Multi-Vendor Invoice Processing
Ingests hundreds of monthly supplier invoices across 50+ formats, parses itemized lines and tax codes, verifies against purchase orders, and pushes balanced entries into accounting software.
Logistics & Customs Bill of Lading Extraction
Scans bills of lading, packing slips, and customs declarations at warehouse intake, extracting container numbers, weights, and consignee addresses.
Frequently asked questions
Honest answers to the most common questions clients ask before working with us.
Related AI Automations Capabilities
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Self-hosted, reliable automation pipelines that connect your tools and eliminate manual busywork.
Autonomous Lead Qualification & Sales AI Agents
Autonomous sales agents that research inbound prospects, score intent, and book qualified meetings.
Private Enterprise RAG & AI Knowledge Bases
Instant, cited answers from your private company documentation with zero data leakage.
Ready to deploy document processing & ocr?
Speak directly with our senior software engineers to map your technical specifications and get an honest roadmap with fixed milestones.