How CalibrAIte approaches AI in mining safety
AI in safety-critical environments demands higher standards. These eight principles govern how CalibrAIte builds, deploys, and operates its mining safety intelligence platform.
Human Control
AI does not make final safety, legal, or operational decisions. Every output requires human review. CalibrAIte is decision-support — the statutory duty holder, safety professional, or site leader always owns the final call.
Evidence-Anchored Outputs
Every answer cites specific WA regulations with legal weight, source, and page numbers. No unsupported narratives. If the corpus doesn't contain the answer, CalibrAIte says so.
Zero Training on Customer Data
Customer documents, incidents, prompts, and outputs are never used to train AI models. Your data is processed to generate answers — then isolated. No cross-customer data leakage. No model improvement on your content.
WA Regulatory Accuracy
15,784 regulatory chunks from 716 WA sources — including the WHS Act 2020, WHS Mines Regulations 2022, DMPE guidance notes, safety alerts, audit templates, and prosecution summaries. Legal-weight ranking ensures legislation outranks guidance. Confidence scoring on every response.
Cautious Language by Design
'Potentially notifiable' not 'notifiable'. 'Indicators suggest' not 'classified as'. CalibrAIte is built for decision-support, never legal determination. Language is calibrated to avoid false certainty.
Australian Data Sovereignty
All data hosted on Australian infrastructure. No data leaves Australian jurisdiction. No offshore processing. No routing through international CDNs for customer data. Australian hosting, full stop.
Transparency and Reviewability
Confidence scores, source citations, and feedback loops on every output. Users can challenge, correct, and improve every answer. No black-box responses — you always see why CalibrAIte answered the way it did.
Security and Access Control
Role-based access with 8 permission levels, per-site isolation, comprehensive audit logging, encryption at rest and in transit, CSRF protection, and anonymous access controls. Security is not an add-on — it is foundational.
“CalibrAIte exists to help WA mining safety teams make better decisions faster — with cited regulatory evidence, human oversight, and Australian-only data handling. AI should accelerate safety work, not replace the people who own it.”
What CalibrAIte will never do
These are hard commitments, not aspirational goals. They are enforced architecturally, not just by policy.
- Replace statutory duty holders or competent WHS professionals
- Make final determinations on incident notification or classification
- Train AI models on customer data
- Process customer data outside Australian jurisdiction
- Auto-submit regulatory notifications without human approval
- Guarantee identification of every hazard, control gap, or compliance issue
See it in practice
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