HAi Resources is developing the Geological Data Integrity Framework (GDIF)—a proprietary system designed to authenticate geological data from collection to report.
Geological data fraud undermines billions in investment and threatens critical mineral supply chains. Current verification methods cannot confirm data authenticity at the source.
From Bre-X (1997) to Red Pine (2024), sample tampering evades detection for years despite existing standards.
AI can now generate synthetic satellite imagery, fake assay data, and fabricated reports that evade traditional detection.
Current standards (NI 43-101, JORC) govern disclosure, not authenticity. Labs cannot verify where samples actually originated.
GDIF is our proprietary framework designed to authenticate geological data at the point of physical collection using hardware-rooted security. Currently in research phase.
Silicon chips with unique signatures that cannot be duplicated or forged
GPS coordinates and timestamps cryptographically locked to collected data
Immutable chain-of-custody record from field to laboratory to report
Instrumental noise analysis and geological consistency checking
Third-party verification interface with confidence scoring
We are validating the technical and commercial feasibility of GDIF before proceeding to development.
Registering HAi Resources in Utrecht Province, Netherlands — January 2026
Technical documentation of the GDIF concept — Coming January 2026
Seeking academic and industry partners for validation and development
HAi Resources was founded to address a fundamental gap in mining exploration: the inability to verify that geological data is authentic at its source. We combine expertise in AI, hardware security, and geological analysis to develop solutions that create unforgeable trust.
Based in Utrecht Province, Netherlands. Building HAi Resources to bring hardware-rooted data integrity to the critical minerals sector.
Interested in GDIF? Whether you're a potential research partner, industry collaborator, or investor, we'd like to hear from you.