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Automate Manufacturing Documents Across Your Operations

Turn supplier paperwork, production documents, and quality reports into structured, validated data — even when formats vary across vendors, plants, and regions.

Trusted by 100+ companies to process millions of documents.

Manufacturing Operations Depend on Supplier Documents That Don’t Line Up

Manufacturing teams rely on documents created by suppliers, contract manufacturers, logistics partners, and internal systems — each with their own formats, processes, and standards.

This means:

Purchase orders arrive in different layouts by vendor

Certificates of analysis and quality reports vary by supplier

Documents are scanned, emailed, or forwarded between teams

Handwritten notes appear on receiving or inspection forms

Large files combine multiple document types

Packing slips don’t match invoices or receiving records

As volume increases, manual review becomes unavoidable across procurement, operations, finance, and quality teams.

Why Manufacturing Automation Breaks in Production

Manufacturing documents don’t stay consistent as they move across suppliers, plants, and systems:

  • Line items appear in different formats

  • Product identifiers change across documents

  • Quantities and totals don’t always reconcile

  • Files are merged, rescanned, or partially completed

  • Critical data is duplicated or conflicting

Extracting raw text isn’t enough. Before data can power inventory systems, production planning, or ERP workflows, it must be structured, validated, and trusted.

Without built-in validation, automation simply pushes errors downstream — forcing teams to manually reconcile data anyway.

From Factory Documents to Reliable Operational Data

Manufacturing teams rely on documents from many external sources — suppliers, contract manufacturers, logistics partners, and internal systems — but inconsistent formats, layouts, and data quality make manual review the norm. Invofox supports each stage by structuring documents before any data extraction begins.

Intake & Capture
1
Manufacturing teams ingest purchase orders, supplier invoices, packing slips, bills of materials, certificates of analysis, inspection reports, and production documentation from many sources. Files vary widely by vendor, plant, region, format, and quality. Invofox ingests these documents across a broad range of structures and layouts.
Document Understanding & Structuring
2
Invofox splits mixed files, classifies document types, and analyzes layout and structure to identify tables, line items, product fields, batch information, and key sections — even when layouts vary across suppliers or facilities.
Data Extraction
3
Once documents are understood structurally, Invofox extracts SKUs, quantities, pricing, delivery details, batch numbers, quality metrics, and line items using a combination of OCRs, LLMs, and layout-aware models designed for real-world manufacturing documents.
Evaluation & Validation
4
Field-level accuracy metrics, mismatch detection, and consistency checks surface discrepancies between purchase orders, invoices, receiving documents, and quality reports before data enters downstream systems, supporting continuously learning models that improve extraction performance as new suppliers and document formats appear.
Ready for Production Workflows
5
The output is structured, validated, ERP-ready data that manufacturing teams can rely on for procurement, inventory updates, quality tracking, reconciliation, and downstream operational workflows — without manual reprocessing.

Real-World Manufacturing Workflows Automated with Invofox

Maintain Accurate Inventory Across Multiple Facilities

A multi-plant operations team uses Invofox to extract SKUs, quantities, and batch numbers from supplier packing slips, keeping inventory aligned across facilities — even when documents arrive in different formats from each vendor.

Validate Supplier Quality Before Materials Enter Production

A quality team relies on Invofox to normalize certificates of analysis from multiple suppliers and automatically validate specifications, ensuring materials meet requirements before they’re released into production.

Reconcile Supplier Documents Without Manual Matching

Procurement and finance teams use Invofox to compare purchase orders, invoices, and receiving documents, surfacing mismatches early and reducing manual reconciliation across high-volume supplier workflows.

Built for Manufacturing Operations, Not Just OCR

Manufacturing workflows depend on turning supplier paperwork into reliable system inputs.

Invofox is designed for production environments where small data errors create large downstream impact across inventory, planning, and finance.

Invofox is built to:

Handle high-volume supplier documents at scale

Apply schema-based extraction across manufacturing paperwork

Understand tables, line items, and layout context

Measure accuracy before data enters ERP systems

Surface mismatches across related documents

Improve continuously as new suppliers and formats appear

Structured Data That Fit Your Manufacturing Systems

Invofox delivers structured, validated data designed to integrate directly into existing manufacturing and operations systems.

Data is delivered through a plug-and-play asynchronous API with webhook support, making it easy to connect Invofox to downstream workflows without building brittle pipelines.

Teams commonly integrate Invofox outputs into:

  • ERP platforms

  • Inventory management systems

  • Procurement tools

  • Quality management systems (QMS)

  • Warehouse management platforms

  • Internal operations and planning workflows

This flexibility allows teams to automate document-heavy manufacturing workflows without forcing changes to their existing tech stack.

Frequently Asked Questions

See How Invofox Handles Real-World Manufacturing Documents

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