Advanced Analytics
Advanced Analytics
Overview
Make data-driven decisions for mining operations with advanced analytics
Advanced analytics are enabling mining companies to truly leverage the large amounts of data gathered from various sources, including sensors and IoT devices. By integrating this data and harnessing it, real-time insights can be used to reduce downtime, optimize maintenance schedules and improve overall operational efficiency through predictive analytics.
Going one step further, machine learning algorithms and artificial intelligence are now being applied to detect patterns in large datasets, optimizing various aspects of the mining process such as ore grade control and mineral recovery.
However, initial upfront costs of investing in advanced analytics technologies and skills are a formidable hurdle for many mining companies. Besides the hardware, software and IT infrastructure needed, talent in data science and machine learning are highly sought-after and difficult to retain.
Key Client Challenges:
- What are our specific mining operations that can benefit from advanced analytics?
- How do we leverage advanced analytics to reduce downtime and help in predictive maintenance?
- How do we collect and leverage data required for advanced analytics?
- What are the best practices for integrating advanced analytics into our existing workflows?
- What skills and expertise are needed to effectively manage advanced analytics initiatives?
Beyond the infrastructure, technology and skills needed, introducing advanced analytics into traditional mining operations requires a cultural shift within an organization. Many employees may remain resistant to change and struggle to adapt to new technologies and processes without the training and coaching needed to succeed.
Our Unison Mining experts can work with your team to facilitate change management and training at every organizational level. We prioritize the systems and behaviors needed for change and work to incorporate advanced analytics into your organization’s processes, ensuring technologies are fully adopted and leveraged sustainably beyond a project’s closeout.
Lacking data to validate or support key business decisions
Lack of knowledge to define a cohesive business or data strategy
Low speed to market and trouble adapting quickly to customer and market needs
High operational costs due to lengthy data processing times
OUR DATA & ANALYTICS SERVICES
Data By Equipment
Data Visualization
Architecture Centralization & Monitoring
Data Governance
Advanced Analytics
Industry 4.0
Digital Twins
WHY UNISON MINING
Experience
Our mining experts have experienced first-hand the day-to-day complexities and issues that arise at the mining face, giving them a higher level of understanding and insight to meet your challenges.
Practical Solutions
By implementing level-appropriate transformation tools, our behavioral and cultural change methodologies, data management, and analytics, our goal is to create a sustainable and positive impact on your mining operations.
Results-driven
We go beyond strategy to offer a direct and measurable approach to success. Our commitment extends to delivering real business outcomes and helping your team sustain those changes for the long haul.
