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Thought leadership
from the front lines.

Articles, research commentary, and analysis from Will Coetzer and the Pulse Intelligence team. Published weekly. Always specific.

— Featured · Thought Leadership

The mining industry doesn't have a data problem.
It has a trust problem.

Everyone has access to the same reports. The bottleneck is validation — and the hours your team spends doing it manually, every time, for every decision.

Will Coetzer ·6 min read
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White Paper
Stone Age to Space Age: The Hidden Discipline of Mining-Grade Data Normalisation
Five normalisation problems no one warns you about — units, currencies, reporting standards, georeferencing, measurement conventions — and why 99%, not 90%, is the only meaningful bar for geological extraction.
WC Will Coetzer
· 30 min
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About the authors. Will Coetzer is founder and CEO of Pulse Intelligence, with 20 years in mining and natural resources. Scott North is an independent mining content strategist and former industry analyst. Articles on this site are co-produced and reviewed for factual accuracy.

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