Data and AI for mining and resources
Mining operations produce continuous sensor, geological and logistics data from sites with intermittent connectivity — and decisions with long lead times and large capital consequences.
Clients in this sector: Teck
What usually gets in the way
- Sensor and telemetry data from sites with unreliable connectivity and gaps
- Geological, production and logistics data held by different teams in different formats
- Equipment failures that are expensive and difficult to reach
- Environmental and safety reporting obligations with fixed deadlines
- Long planning horizons where a small forecasting error compounds
What we build
- Equipment health monitoring and failure prediction from telemetry
- Production reporting pipelines robust to gaps and late-arriving data
- Throughput and recovery analytics across the processing chain
- Environmental and safety reporting automation
- Logistics and haulage optimisation analytics
How we handle the constraints
Site connectivity is assumed unreliable. Pipelines are built to tolerate gaps, late arrivals and out-of-order data rather than assuming a clean stream, because at a remote site that assumption always breaks.
Ways to work with us
Fixed-scope build
Defined deliverable · weeks to months
The problem is well understood and you want it solved without opening a hiring req.
Embedded senior team
Ongoing · alongside your people
You have a capable team that is short on senior capacity, not on direction.
Advisory and roadmap
Assessment · sequenced plan
There are several plausible directions and the cost of picking the wrong one is high.
Build and run
Delivery · then ongoing operation
The system matters but does not justify hiring a permanent team to maintain it.
Common questions
Our sites have poor connectivity. Does that rule this out?
No. It is a design constraint we plan for — buffering at the edge, tolerating late and out-of-order arrivals, and being explicit about what a reported figure means when data is still missing.
Can this integrate with our existing historian?
Yes. Historians are typically the source rather than something to replace.
Working on something in mining?
Describe the problem in a couple of sentences. If we're not the right people for it, we'll tell you who is.