Document Processing in Metals & Mining
Metals and mining companies process millions of documents every day—drill logs, assay certificates, NI 43-101 technical reports, mine permit applications, environmental impact assessments, MSHA compliance records, concentrate purchase agreements, and weight certificates, the list goes on.
Extraction errors in exploration records affect resource estimates and capital decisions, while documentation delays push back development timelines on capital-intensive projects.
LandingAI transforms documents into highly accurate, verifiable, structured data so teams can reliably automate document-intensive workflows.
Why Agentic Document Extraction for
Metals & Mining
Traceable Outputs for Disclosure Standards
Every extracted assay result, resource estimate, and compliance record is grounded to a precise location in the source document, giving technical and legal teams the audit trail that NI 43-101, JORC, SEC disclosure requirements, and MSHA compliance reviews demand.
Accurate across Technical Mining Formats
Mining documents span handwritten drill logs, tabular assay certificates, multi-volume environmental impact assessments, and dense geophysical reports; agentic extraction handles all of them without document-specific configuration.
Speed That Protects Development Timelines
Compressing document processing cycle times across exploration reporting, permit applications, and concentrate settlement reduces the delays that push back mine development milestones, regulatory approvals, and payment cycles.
Built for Complex Mining Documents
Intelligent document processing across mineral exploration, mine operations, metals processing and refining, and concentrate trading 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
Mineral Resource & Exploration Reporting
Extract drill collar locations, sample intervals, grade results, and geological interpretations from drill logs, assay certificates, geophysical survey reports, and geochemical sampling reports to support mineral resource estimates and NI 43-101 and JORC technical report preparation.
Accelerate resource estimate preparation to support timely capital markets disclosure and project financing decisions
Cut technical staff hours spent manually compiling and cross-referencing assay and geological data across multi-hole drilling campaigns
Maintain the complete, traceable data chain that NI 43-101, JORC, and SEC disclosure requirements demand
Mine Permitting & Environmental Compliance
Extract operational parameters, environmental monitoring results, and reclamation commitments from mine permit applications, environmental impact assessments, environmental management plans, and MSHA compliance records to support multi-agency regulatory submissions and ongoing compliance tracking.
Compress permit preparation cycle times to protect mine development schedules and reduce capital carrying costs
Reduce regulatory affairs staff hours spent manually extracting and assembling compliance documentation across agencies
Minimize citation risk and permit violations with complete, traceable compliance records that withstand MSHA and EPA scrutiny
Concentrate Trading & Quality Settlement
Extract grade assays, dry weights, moisture content, and treatment and refining charge terms from provisional assay certificates, final assay certificates, weight certificates, and concentrate purchase agreements to resolve payment calculations and manage trading counterparty relationships.
Accelerate final payment settlement by compressing assay reconciliation and invoice processing cycle times
Reduce trading desk and accounting hours spent manually cross-referencing seller and buyer assay results
Maintain auditable records of assay results and weight certificates that support umpire proceedings and dispute resolution
Trusted for Document-Heavy Metals & Mining Workflows
Agentic Document Extraction enables metals and mining 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.”
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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 →