Resources & Energy
Delivering better software, faster in a complex, highly-regulated environments
Resources and energy companies operate in high-risk, highly regulated and always-on environments. Systems need to stay online, data must be accurate and secure, and even small changes can have big consequences.
Mechanical Rock works with large resources and energy companies across Australia and the United Kingdom to modernise critical platforms, unlock operational data and deploy AI safely, without disrupting operations or increasing risk.
Industry challenges we see every day when modernising software
Downtime isn't acceptable and reliability comes first.
Older systems are hard to change but doing nothing isn't sustainable.
Data spread across operational technology, on-prem and multiple clouds with little cohesion.
ESG, security and regulatory requirements leave little room for error and a lot of room for scrutiny.
How we help future-proof resources and energy software
We design cloud and platform foundations that prioritise reliability, security and scale so your systems can evolve, without putting operations at risk.
Enterprise data platforms across OT and IT environmentsOperational and enterprise data has grown faster than the platforms supporting it causing costs to rise, governance to weaken and performance to suffer.“Our data is everywhere and we need to scale it safely”
Operational AI with governance and safety controlsPredictive maintenance and optimisation use cases using generative or agentic AI show promise, but moving from proof-of-concept into live operations raises real concerns around governance, explainability and safety.“We want to embed AI into our systems and don't know how”
Modernising legacy systems without disruptionReplacing core platforms all at once isn't realistic but standing still isn't either.“We can't afford downtime but our systems are holding us back”
Embedded delivery, not long-term dependencySkilled cloud and data engineers are hard to find and over-reliance on vendors creates long-term risk.“We don't have the capacity to do this properly right now.”
Why resources and energy companies choose Mechanical Rock
- Trusted by some of the world's largest mining companies
- Proven delivery in complex, enterprise environments
- Independent, vendor-agnostic advice
- A focus on capability transfer, not lock-in
Trusted where it matters most
When technology supports critical operations, there's no room for shortcuts. That's why resources and energy organisations trust Mechanical Rock to help them modernise safely and sustainably.
Let's talk
If you're trying to modernise platforms, scale your data or deploy AI in a regulated resources or energy environment, we'd love to help.
Frequently asked questions
By prioritising reliability and security first, and modernising systems incrementally so critical operations remain online at all times.
Yes. Gradual modernisation allows legacy platforms to be decoupled and upgraded over time without disrupting operations.
By moving AI into production with governance, explainability and safety controls built in from the start.
By building scalable data platforms that connect OT and IT data while maintaining control, performance and compliance.
Because we deliver proven outcomes in complex environments, provide vendor-agnostic advice and transfer capability rather than creating dependency.
Related case studies
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Rio Tinto: Accelerating rail maintenance data processing with the RSM Scanner
Rio Tinto engaged Mechanical Rock to automate and accelerate the processing of paper-based maintenance work pack data using AI/ML learning, unlock data from historical archives and design a solution to meet their future data processing needs.
Data Platforms
Mineral Resources: Databricks Lakehouse Implementation
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Fortescue: Operational Data Lake
Bringing modern data engineering practices to incrementally transform data platform stability, maintainability and security.
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Rio Tinto: Development of a Universal Translator
Mechanical Rock was engaged to deliver a production-ready AI based translator for users in Mongolia and Argentina.
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Rio Tinto: From Nested S3 Paths to Databricks Gold
Rio Tinto's Databricks solution paves the way forward for future data integrations with robust, repeatable processes.
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Gold Fields: A geospatial market intelligence platform
Centralising ‘real-time’ data and insights that facilitates faster decision-making.
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Fortescue: Data mesh products – security and automation
Creating a series of new automation data products and capabilities to form the foundation of the General Data Mesh and implementing SCIM integration with Azure AD.
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Fortescue: Modern data strategy
Recommending a complete data strategy to enable agility and to unlock the flow of value for an organisation.
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Woodside: Mobility solution for maintenance teams
A suite of modern, responsive and ‘smart’ workforce applications, which harness cloud native technology, cutting edge web and serverless solutions - at a fraction of the cost.
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Woodside: Cloud native factory
Accelerating developer productivity in the cloud to go from zero to a cloud native solution in days.
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