The mining industry's most intelligent document search.
AI-powered retrieval across your ESG reports, tailings inspections, and safety documentation. Get precise answers with exact page citations—in seconds, not hours.
The 2020 inspection identified minor seepage at the toe of the dam embankment, classified as clear and non-turbid...
Piezometer readings show stable water levels within acceptable ranges across all monitoring points...
Mining-grade RAG retrieval
Powered by advanced retrieval pipelines purpose-built for technical mining documents. CoreQuery understands tailings terminology, HSE metrics, and environmental compliance language.
Without CoreQuery
Hours searching through PDFs manually
No way to verify page references
Missed critical safety details
With CoreQuery
Answers in seconds, not hours
Every answer has exact page citations
Never miss critical information
Smart Chunking
Segments tailings reports and safety documents into logical sections—preserving context while enabling precise retrieval of inspection findings and compliance metrics.
Semantic Indexing
Multi-index architecture combining vector embeddings and keyword search. Finds relevant passages even when terminology varies across different mining operations.
Grounded Answers
Every answer cites exact page numbers. Precision re-ranking delivers context-rich results that are verifiable and traceable back to source documents.
Private & Secure
Your sensitive feasibility studies and operational reports never leave your control. Zero-retention policy with optional VPC and on-premises deployment.
Made for mining teams,
by engineers
Built from the ground up to handle the complexity of mining documentation
Upload Documents
Drop in your tailings facility reports, HSE summaries, ESG disclosures, or geotechnical assessments. CoreQuery handles complex PDFs with tables, charts, and technical diagrams.
Ask Questions
Search naturally: "What were the seepage conditions at Red Dog?" or "Compare TRIFR across 2019-2023." The AI understands mining jargon and technical context.
Get Cited Answers
Receive comprehensive answers with exact page references. Every claim is grounded in your source material—no hallucinations, no guessing, just traceable facts.
Built for real mining workflows
From tailings safety to ESG reporting, CoreQuery handles the questions that matter to your operation
Tailings Safety & Inspections
"What seepage was observed at Red Dog TSF?" or "Show piezometer trends from 2022." Find critical inspection findings, dam safety assessments, and geotechnical monitoring data instantly.
HSE & Safety Metrics
"What was our TRIFR in Q3 2023?" or "Summarize lost-time incidents." Extract safety KPIs, LTIFR trends, incident root causes, and corrective actions across years of reports.
ESG & Compliance Reporting
"What are our Scope 1 emissions?" or "How do we align with TCFD?" Pull carbon footprints, community engagement initiatives, water usage, and biodiversity metrics for stakeholder reports.
Trend & Comparative Analysis
"Compare water discharge 2020 vs 2023" or "How has our rehabilitation progress changed?" Track year-over-year trends, benchmark performance, and identify patterns across multi-year datasets.
Works with your existing documents
From ESG reports to safety documentation, CoreQuery understands technical mining content
Stop searching.
Start finding.
Join mining teams already using CoreQuery to unlock insights from thousands of pages of technical documentation in seconds.
Common questions
Everything you need to know about CoreQuery
What is CoreQuery?
CoreQuery is an AI-powered document search system purpose-built for the mining industry. It enables instant, intelligent retrieval across ESG reports, safety documentation, tailings inspections, and compliance records. Using advanced RAG (Retrieval-Augmented Generation) technology, CoreQuery understands mining-specific terminology and provides precise answers with exact page citations—turning hours of manual searching into seconds of intelligent discovery.
Why should you use CoreQuery?
Mining operations generate massive volumes of technical documentation—from daily safety reports to annual ESG disclosures. Traditional search tools fail when faced with specialized terminology like "piezometer readings," "TRIFR," or "seepage analysis." CoreQuery saves your team hundreds of hours by instantly finding the exact information you need, whether you're preparing stakeholder reports, responding to regulatory inquiries, or investigating safety incidents. Every answer includes verifiable page citations, eliminating guesswork and ensuring compliance.
Who should use CoreQuery?
CoreQuery is built for mining professionals who need fast, accurate access to technical information: HSE managers tracking safety metrics, sustainability teams compiling ESG reports, compliance officers responding to audits, engineers reviewing tailings dam assessments, executives preparing board presentations, and operations teams investigating historical incidents. If you work with mining documentation and value precision over guesswork, CoreQuery is for you.
How does CoreQuery work?
CoreQuery uses a three-stage RAG pipeline: (1) Smart Chunking breaks documents into logical segments while preserving context. (2) Semantic Indexing transforms these chunks into vector embeddings that capture meaning, not just keywords. (3) When you ask a question, CoreQuery searches across these embeddings to find the most relevant passages, then uses AI to synthesize a coherent answer with exact page citations. Unlike basic chatbots, CoreQuery grounds every response in your source documents—no hallucinations, only verifiable facts.
Why is CoreQuery better than the alternatives?
Generic AI chatbots fail with technical mining documents because they weren't designed for specialized terminology and lack reliable citation mechanisms. Traditional keyword search misses context and synonyms. Manual search through thousands of PDF pages is slow and error-prone. CoreQuery combines the best of all worlds: AI-powered understanding of mining jargon, semantic search that finds relevant passages even when wording varies, and mandatory page citations that ensure every answer is traceable. We've optimized the entire pipeline specifically for mining documentation—from chunking strategies to retrieval algorithms.
How does CoreQuery keep my data secure?
Security is foundational to CoreQuery. Your documents never train AI models—we enforce a strict zero-retention policy where data is used only for real-time retrieval. For operations handling highly sensitive materials (feasibility studies, confidential geotechnical reports, proprietary safety data), we offer VPC deployment and on-premises installation options, ensuring your documents never leave your infrastructure. All data transmission is encrypted, and access controls can be configured to match your organization's security requirements.