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Turning Operational Data into a Strategic Advantage in Mining
Automating data entry and standardizing Life of Mine forecasting
Data ingestion model
Partnering with TTT Studios, Wheaton set out to rebuild confidence in their data. Through ML-driven ingestion, improved visualization, and standardized Life-of-Mine forecasting, we transformed an aging OMS into a reliable, future-ready decision platform.
Wheaton’s challenge went beyond aging software. Each mining partner reported data differently: formats, file types, and terminology varied widely. Because forecasting models still depended on human judgment, even minor input discrepancies cascaded into major inconsistencies across sites.
Every TTT engagement begins with a Discovery phase to set the foundation. We started by auditing the ecosystem to identify the root causes of data fragmentation and unify Wheaton's teams behind a shared roadmap. By moving immediately into design-centered research, we targeted the specific friction points stalling their operations:
Leveraging the insights gained thus far, our team designed and built a custom software platform that elevated Wheaton’s OMS, making it smarter, more efficient, and strategically powerful.
“We use the OMS platform daily for a wide range of tasks, and having all of our data in such a well-designed visual format has made a real difference, especially when it comes to operational scans, like identifying missing actuals or reviewing asset performance. Our new OMS is the result of ongoing collaboration and open communication between our team and TTT Studios. Their responsiveness combined with our expertise have shaped the system into a tool that truly works for us. I am excited about the potential for the continued growth of our OMS platform in the future.”
through AI & ML
The platform and its data structures are built for scalability, easy maintenance, and AI‑powered feature expansion.
By introducing AI ingestion, standardized forecasting, and enhanced visualization, Wheaton gained a more powerful and reliable operational platform; one designed for both today’s complexity and tomorrow’s growth.
“At Wheaton, we’re committed to being at the forefront of innovation in our industry. Partnering with the TTT Studios team has been instrumental in that journey. They took the time to truly understand our business and the complexities of our data, helping us transform how we analyze information and forecast the Life of Mine. The result is a more consistent, reliable, and efficient process that empowers our teams to make data-driven decisions with greater confidence.”
