Introduction
One of Europe’s leading mining organisations set out on an ambitious journey: to achieve carbon dioxide emission-free production by 2045. Meeting this goal required a modern data warehousing platform capable of unifying operational, financial and sustainability data at-scale. By adopting WhereScape on Snowflake, the organisation created a single source of truth to support faster, data-driven progress toward carbon neutrality.
Pre-WhereScape Challenges
- Fragmented operational data: Critical metrics like vibrations, speeds, weights and energy usage were scattered across disconnected platforms.
- Manual reporting overhead: Consolidating sustainability and performance data was time-consuming and resource-intensive.
- Limited scalability: The existing platform struggled to support new data sources and always-evolving analytics requirements.
Why WhereScape?
This mining organization needed a highly automated data warehouse solution that could handle complex, high-volume data while remaining flexible for future change. WhereScape stood out for its model-driven automation, rapid development capabilities, and seamless integration with Snowflake. Combined with support from Knowit’s consultancy team (WhereScape partner), WhereScape enabled faster delivery; without sacrificing governance or consistency.
The Solution
Automated Data Warehouse on Snowflake
WhereScape RED was used to automate the design, build, and deployment of a centralized data warehouse on Snowflake, reducing manual development effort.
Enterprise Data Consolidation
Operational, financial, IT and sales data were unified into a single platform, enabling consistent reporting across teams.
Rapid Development Framework
Standardized patterns and automation allowed new source systems to be onboarded in as little as one day.
“We can measure the mining operations in a more effective way than what was previously possible.”
— Group Manager, Data & Analytics
Results
🚀 Accelerated Sustainability Reporting
- Monthly emissions and performance reports generated in minutes
- Faster insights for executives and sustainability stakeholders
🚀 Improved Operational Visibility
- Cross-departmental access to consistent, trusted data
- Better alignment between operations, finance and IT teams
🚀 Future-Ready Architecture
- Scalable Snowflake platform supports long-term growth
- Flexible foundation for advanced analytics and sustainability initiatives
Supporting a 2045 Carbon-Neutral Vision
Achieving carbon neutrality in mining requires precise measurement and continuous optimisation. With WhereScape, the organisation can analyse energy usage, operational efficiency and environmental impact in near real time, supporting evidence-based sustainability decisions.
Automation as a Strategic Advantage
WhereScape’s automation reduced development cycles and dependency on manual coding. This allowed internal teams to focus on insight generation rather than data preparation, accelerating value from analytics investments.
Partnering for Long-Term Success
The collaboration between WhereScape and Knowit ensured best-practice implementation, combining automated data warehousing with deep domain expertise. Together, they delivered a robust platform capable of evolving alongside regulatory and environmental demands.