Document Processing in Life Sciences Tools & Services
Life sciences tools and services companies process enormous volumes of documents every day — certificates of analysis, instrument configuration quotes, purchase orders, study protocols, GLP compliance reports, supplier audit records, service contracts, and regulatory submission packages, the list goes on.
Slow or inaccurate document processing delays customer orders, stalls supplier qualification cycles, and creates compliance exposure across quality-sensitive workflows.
LandingAI transforms documents into highly accurate, verifiable, structured data so teams can reliably automate document-intensive workflows.
Why Agentic Document Extraction for
Life Sciences Tools & Services
Accuracy Across Document Complexity
Certificates of analysis, instrument specifications, and GLP study reports contain dense tables, batch-specific values, and multi-page layouts that break conventional extraction — ADE parses these correctly and grounds every value to its exact location in the source document.
Compliance-Ready Traceability
Every extracted field is traceable to a specific location in the originating document, giving quality and regulatory teams the audit trail required for GLP, GMP, and ISO-compliant workflows without adding manual review steps.
Speed Through the Quote-to-Order Cycle
Automating extraction from customer purchase orders, product configuration requests, and service agreements compresses the time from inquiry to fulfillment, reducing the order backlogs that erode customer satisfaction and revenue.
Built for Complex Life Sciences Documents
Intelligent document processing across laboratory instrument manufacturers, reagent and consumable suppliers, contract research organizations, and genomics and sequencing services 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
Supplier Qualification
Extract and validate data from certificates of analysis, supplier audit reports, approved supplier questionnaires, and material safety data sheets to maintain current, complete supplier qualification records.
Reduce time-to-qualification, expanding the approved supplier base faster
Cut manual review hours required to process each new supplier's document package
Maintain a defensible, field-level audit trail across all qualification records for regulatory inspections
Quote and Order Processing
Automate extraction from customer purchase orders, instrument configuration requests, reagent order forms, and service contract agreements to accelerate fulfillment from inquiry through invoicing.
Shorten the quote-to-order cycle, improving win rates on time-sensitive customer bids
Eliminate manual data entry from order processing, reducing per-order handling cost
Reduce mis-ships and billing errors caused by transcription mistakes on complex multi-line orders
Regulatory Study Documentation
Extract structured data from GLP study protocols, raw data tables, analytical test reports, and regulatory submission packages so teams can compile, cross-check, and deliver accurate study documentation at scale.
Accelerate regulatory deliverable turnaround, enabling faster study closeout and sponsor invoicing
Reduce the cost of manual data extraction and reconciliation across multi-document study packages
Produce verifiable, traceable study records that withstand sponsor and agency audit scrutiny
Trusted for Document-Heavy Life Sciences Workflows
Agentic Document Extraction enables life sciences tools and services companies 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 →