Document Processing for Distributors
Distributors process high volumes of documents every day — purchase orders, supplier invoices, packing lists, certificates of conformance, safety data sheets, product specifications, rebate agreements, deduction notices, and proof-of-delivery records, the list goes on.
Errors and delays in processing supplier and customer documents slow order cycles, inflate operating costs, and put product compliance records at risk.
LandingAI transforms documents into highly accurate, verifiable, structured data so teams can reliably automate document-intensive workflows.
Why Agentic Document Extraction for
Distributors
Faster Purchase-to-Pay Cycles
Extracting structured line-item data from purchase orders, supplier invoices, and receiving documents automatically enables three-way matching at scale, compressing cycle times and reducing the working capital cost of delayed approvals.
Defensible Compliance Documentation
Every extracted value is traceable to its exact location in the source document, giving quality and compliance teams a verifiable, audit-ready record across the certificates, safety data sheets, and regulatory filings that suppliers, customers, and regulators require.
Margin Protection at Scale
Accurate extraction from rebate agreements, volume incentive schedules, and deduction notices ensures that every negotiated allowance is captured and every disputed deduction is supported by structured, retrievable backup documentation.
Built for Complex Distribution Documents
Intelligent document processing across MRO and industrial distributors, specialty chemical and ingredient distributors, food and beverage distributors, and healthcare product distributors is extremely difficult due to the sheer diversity of document types, the inconsistent layouts and the domain expertise required. Then add multiple languages, handwriting, photographs, scans and faxes to the complexity.
Accurate parsing of dense tables that span multiple pages and contain merged cells.
Single pipeline for image, slide, document, and spreadsheet file types with 1000+ pages.
Strong recognition of character-based languages, handwriting, checkboxes, stamps and signatures.
Schema-driven field extraction with visual grounding traceable to the original document.
Use cases
Purchase-to-Pay Processing
Extract and match line-item data from purchase orders, supplier invoices, packing lists, and receiving documents to identify pricing discrepancies, quantity shortfalls, and unauthorized substitutions before payment is approved.
Accelerate invoice approval cycles and reduce days payable outstanding
Eliminate overpayments caused by undetected pricing and quantity discrepancies
Build a structured, auditable record of every matched and disputed transaction
Supplier Qualification & Compliance
Validate and extract required data fields from certificates of conformance, safety data sheets, product specifications, quality agreements, and regulatory filings to confirm supplier eligibility and maintain current compliance documentation.
Reduce the time required to onboard and re-qualify suppliers across large vendor rosters
Cut staff hours spent manually reviewing and filing supplier compliance documents
Maintain traceable, audit-ready supplier records to satisfy customer and regulatory requirements
Chargeback & Deduction Resolution
Extract terms, eligibility criteria, and payment conditions from vendor rebate agreements and volume incentive schedules, and match them against deduction notices and backup documentation to validate or dispute each claim.
Recover rebates and promotional allowances that are missed or underclaimed under manual review
Reduce the staff hours required to research and respond to customer deduction claims
Prevent financial exposure from misread contract terms with structured, verifiable extraction
Trusted for Document-Heavy Distribution Workflows
Agentic Document Extraction enables distributors to automate document-intensive processes that traditionally require manual review.
Agentic Document Extraction has proven to be both accurate and easy to use. We are building on that foundation to deliver reliable, transparent, and scalable automation that our customers can validate and trust.”
View case study →
ADE has significantly outperformed other document extractors we’ve used. It has helped us build an Agentic RAG answer engine, based on unique healthcare institutional content, to offer instant, validated support to medical professionals at the point of care.”
View case study →Trust is the product. Accuracy alone isn’t enough at enterprise scale—what matters is provenance, traceability, and control. LandingAI gives us confidence that every extracted value can be traced back to its source, audited, and defended. That’s what makes it deployable in regulated, real-world environments.”
View case study →
Agentic Document Extraction has proven to be both accurate and easy to use. We are building on that foundation to deliver reliable, transparent, and scalable automation that our customers can validate and trust.”
View case study →ADE has significantly outperformed other document extractors we’ve used. It has helped us build an Agentic RAG answer engine, based on unique healthcare institutional content, to offer instant, validated support to medical professionals at the point of care.”
View case study →Trust is the product. Accuracy alone isn’t enough at enterprise scale—what matters is provenance, traceability, and control. LandingAI gives us confidence that every extracted value can be traced back to its source, audited, and defended. That’s what makes it deployable in regulated, real-world environments.”
View case study →