AI infrastructure
for modern mining.
MineStream helps mining teams analyze mineral processing data, optimize extraction strategies, and make economically informed decisions — grounded in real metallurgy, not hype.
From raw report to operational decision.
MineStream stitches your data, mineralogy, and economics into one continuous loop — so engineers can act on insight, not chase it.
- 01
Upload data
Lab reports, assays, process logs, and operational data — in any common format.
- 02
AI analysis
Models trained on metallurgical and process intelligence interpret your data.
- 03
Process insights
Surface mineralogy, recovery patterns, and operational anomalies.
- 04
Economic optimization
Recommendations grounded in real-time metal prices and feasibility scenarios.
Everything a process team needs in one platform.
Engineered for the realities of mineral processing — not retrofitted from a generic AI tool.
AI Report Analysis
Upload lab reports, assays, and process logs — extracted, structured, and interpreted automatically.
Mineral Identification
AI-assisted mineralogy from assay signatures, XRD, and historical operational context.
Leaching Optimization
Recommendations for reagent dosage, residence time, and chemistry tuned to your ore.
Real-Time Metal Pricing
Live commodity pricing feeds into recovery and feasibility recommendations.
Economic Scenarios
Model recovery, throughput, and cost trade-offs under different operating regimes.
Process Intelligence
Models trained on metallurgical knowledge — not generic LLM guesses.
Operational Analytics
Trend detection, anomaly alerts, and shift-level performance insights.
Multi-source Data
CSV, PDF, LIMS exports, SCADA streams — bring data in any format you have.
Built with the engineers who run the plant.
Every workflow is shaped by metallurgists, process engineers, and operators — not by software people guessing at what mining looks like.
ColdCake AI — where MineStream began.
Before MineStream, we built ColdCake AI: a focused platform dedicated to cold cake leaching analysis. Engineers upload lab reports, the AI reads composition and kinetics, and returns concrete recovery improvements — backed by a metallurgical reasoning model.
- Automated parsing of cold cake assays and leach test results
- AI-assisted recovery optimization with dosage and pH guidance
- Repeatable workflow used by metallurgists in zinc and copper plants
Built for the materials that matter.
MineStream supports the commodities driving today's industrial and energy transitions.
Heap, CIL, CIP, and pressure leaching
Sulphide flotation and SX-EW
Brine and hard-rock processing
Laterite and sulphide pathways
Separation and concentrate analysis
Iron ore, bauxite, phosphate, and more
Measurable impact across the value chain.
Hours of manual review compressed to minutes.
Across pilot leach circuits.
Decisions made with quantified confidence.
Always-on monitoring and recommendations.
MineStream sits beside your existing SCADA and LIMS — surfacing trends, anomalies, and recommendations as conditions change.
Bring AI to your operation.
Talk to our team about deploying MineStream on your circuit. We start with a focused pilot grounded in your real data.