01
Connect
Connects the data you already have - historian, CMMS, MES, LIMS, shift logs, even email chains - and enriches it with operational context.
HistorianCMMSMESLIMSShift logsEmail→ one contextualized layer
Subatix · 79 · Au - gold-producing operations
AI systems for gold-producing operations.
Self-improving operating systems that find and capture hidden ounces within your current assets - from ore to doré.
01The systems
Solutions map
Modular AI solutions across the process stages. Select any system to preview its workspace.
FoundationPowers up every solution
Production · RecoveryFind lost ounces
Production · ThroughputMore tons through the mill
Equipment AvailabilityProtect uptime
Foundational
Reliability
Production
Maintenance
DataBridge
Recoverable Loss
Autonomous Pareto of operational losses · value-in-use economics · evidence-linked
10 sources · 12 mo
02Why?
Most gold operations have additional ounces hidden across the data they already have.
The losses are real and quantifiable - they stay unresolved because the evidence is fragmented across systems no one has time to stitch together.
Every one of these is measurable and recoverable - once the evidence sits in one place instead of five.
- 01
Recovery. gold to flotation tails and leach residue from grind and reagent variability
- 02
Throughput. operating below optimum - mill below potential on hard ore, feed variability, choke-ups, trips
- 03
Reagents. cyanide, lime, collector and other reagents over- or under-dosed across ore types
- 04
Equipment reliability. recurring bad actors on critical equipment - crushers, mills, pumps; chronic downtime
- 05
Maintenance. sub-optimal strategies, planning and scheduling; spare parts and approval delays
03How it works
One loop, run continuously.
Not a one-off diagnostic. Subatix runs the same loop your best engineers would - across all of the data, all of the time.
02
Find
Searches across every source for losses and uplift opportunities, and translates each one into recoverable dollars.
01CIL-3 agitator gearbox - recurring trips$0.71M
02Elution cycle time above benchmark$0.48M
03
Recommend
Domain modules turn findings into prioritized actions - every claim linked to the records behind it.
Primary · root cause60%
Gear-oil contamination from a failed shaft seal on AG-3 accelerates bearing wear under continuous duty. Consistent across 4 work orders and oil-analysis trend.
04
Act
Your team decides and executes. The system tracks outcomes, updates as new data lands, and keeps learning your plant.
ApproveAssignDismissyour team decides
04The output
Not a dashboard. A finding you can audit.
Rank 01 · open finding$0.71M loss / 12mo · 4 events · 29.5h downtime
CIL-3 Agitator Gearbox
CIL-3 › agitator drive › gearbox AG-3 › area LEACH-CIL
Primary · root cause60%
Gear-oil contamination from a failed shaft seal on AG-3 accelerates bearing wear under continuous duty. Consistent across 4 work orders and oil-analysis trend.
Evidence chain
4 sources · 13 recordsCMMS4 work orders in 12 mo - 3 gearbox rebuilds on AG-3WO-71140 · 22 May
PI historianGearbox vibration trending above baseline - 8 flagged eventsVT-2210 · 8 ts
Shift logs2 operator notes: “CIL-3 agitator noisy, oil leak at seal”Shift B · Apr-May
LIMS · oilFe wear particles rising 180 → 410 ppm across 3 samples3 samples · Mar-May
Replace shaft seal & gear oil; move AG-3 PM to condition-based on oil-Fe trend. · recovery $0.19M / yr
ApproveAssignDismissRanked hypotheses
Every finding carries competing explanations with explicit confidence - never a single unexplained verdict.
Evidence chain
Each claim is traced to source records and timestamps. Auditable by any engineer, not a black box.
Action & recovery
Findings end in a corrective action with an owner and a recovery value - ready to approve, assign, or dismiss.
Contact
Let's scope it together.
Start with the two-track diagnostic - fixed fee, first insights on your actual data, no commitment beyond it.