Safety RAG Pipeline

Every DMPE regulation, one question away

Our Retrieval-Augmented Generation pipeline is trained on the complete Western Australian mining regulatory corpus. Ask any safety question in plain English and get a cited, accurate answer in seconds.

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How it works

From question to cited answer in four steps

01

Ingest regulations

Every DMPE regulation, guidance note, safety alert, and code of practice is ingested into CalibrAIte's document pipeline. We handle PDFs, HTML, scanned documents, and legislative amendments automatically.

02

Vectorise & index

Documents are chunked into semantically meaningful sections, embedded using mining-domain-specific models, and indexed in a vector database optimised for regulatory language and cross-referencing.

03

Query processing

When a user asks a question, CalibrAIte rewrites the query for regulatory context, searches across the full corpus, and retrieves the most relevant passages with confidence scoring.

04

Cited response

The AI generates a clear, plain-English answer with direct citations to specific regulation sections, clause numbers, and page references. Every claim is traceable back to source legislation.

DMPE corpus

What's included in the knowledge base

Our corpus is continuously updated as DMPE publishes new guidance, amendments, and safety alerts.

Mines Safety and Inspection Act 1994
Mines Safety and Inspection Regulations 1995 (all Parts)
Mining Proposal Guidelines
Guidance Notes (full DMPE library)
Safety Alerts and Significant Incident Reports
Codes of Practice (all current editions)
Mine Closure Plans guidance
Exploration safety requirements
Underground and surface-specific regulations
Dangerous goods and explosives handling
Radiation safety guidelines
Environmental compliance overlaps
Use cases

Real scenarios, real answers

Shift supervisor checking PPE requirements

A shift supervisor at a gold mine needs to confirm whether chemical-resistant gloves are mandatory for a specific reagent handling task. They type the question in plain English and get the exact regulation reference, PPE specification standards, and links to the relevant Code of Practice — in under 2 seconds.

Safety manager verifying procedure compliance

Before a quarterly audit, a safety manager needs to verify that their confined space entry procedure meets every DMPE requirement. CalibrAIte cross-references the procedure document against all applicable regulations and highlights any gaps or outdated references.

New worker asking about confined space entry

A recently inducted worker wants to understand what training qualifications are needed for confined space entry at their site. CalibrAIte provides a clear, jargon-free summary of the requirements with citations to the specific regulation clauses, plus links to approved training providers.

Executive checking regulation changes

A mining executive needs to understand how recent amendments to the Mines Safety Act affect their operations across multiple sites. CalibrAIte identifies every changed clause, summarises the impact, and flags which site procedures need updating.

Technical specifications

Built for speed and accuracy

Response time< 2 seconds
Citation accuracy97%+
Citation formatAct/Reg → Part → Section → Clause
Confidence scoringHigh / Medium / Low with explanation
Corpus updatesWithin 48 hours of DMPE publication
Query typesNatural language, boolean, regulatory reference

Ready to query your regulations?

See how CalibrAIte's Safety RAG Pipeline can transform how your team accesses regulatory knowledge.

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