AI-accelerated operational intelligence · metals & mining

Self-improving operating systems to find and capture hidden production capacity.

For non-ferrous metals and mining operations. We connect the plant data you already have, find where production is leaking, and recommend the actions to recover it, continuously.

Interactive preview of Subatix OS, opened on the DataBridge module for a copper concentrator: recoverable operational losses ranked by financial impact, with a loss Pareto, evidence-linked opportunities, and cross-source reconciliation across plant systems. Use the sidebar to browse the other modules.

DataBridge

Recoverable Loss

Autonomous Pareto of operational losses · value-in-use economics · evidence-linked

11 sources · 12 mo

Pick your operation - the systems are configured to its process and economics.

Don't see your metal? We start with copper and gold, but the same data foundation extends across non-ferrous metals and mining.

Tell us what you run
01Who we are

Built by operators who got tired of leaving slide decks behind.

Years of top-tier consulting meets production-grade AI systems.

CopperGoldNickelZincMiningRefining
Alexander Berks
Alexander Berks
CEO · ex-McKinsey

Operational excellence for non-ferrous metals and mining sites - years of real P&L delivery across heavy-industry operations.

Vlad Rozhkov
Vlad Rozhkov
CTO · ex-SciveFlow

AI products and applied systems, and full-stack development - turning operational knowledge into systems that run in the plant.

We've done operational work in mining, metals and energy before - we know how teams work and where the pain is. We put that knowledge into Subatix systems.

0%
Equipment downtime reduction at a copper plant - planning, faster RCA, performance management
0%
Downtime reduction at a copper smelter - scheduling and furnace turnaround acceleration
$0M+
Additional EBITDA captured during a gold plant ramp-up
$0M+
EBITDA potential identified in a gold-plant operational diagnostic
$0B
Asset modernization program for a copper producer under tightening regulation
$0M+
First-quarter impact from an operational-excellence control tower, energy
02How we work

From first diagnostic to a system your team runs.

Every engagement starts the same way - the data tells us where to focus, then we deploy, train and keep improving.

Stage 01

Ops & data architecture diagnostic

Two parallel tracks - operational performance mapping and a data-architecture assessment. You get a full loss map and a live workspace on your data.

Stage 02

Configuration & deployment

We prioritize the first-wave solutions from the diagnostic, configure them to your site and processes, and train your team during deployment.

Stage 03

Ongoing support & improvement

We monitor quality and stability, recalibrate as needed, and roll out improvements with your team. Bespoke systems can be added as needed.

03Questions

What teams ask before they start.

01Our data is too messy - we're not ready.
DataBridge is built for brownfield reality: raw exports, inconsistent naming and weak failure coding. It reconciles and rebuilds the operating picture from what you already produce. You don't need a clean data lake or a warehouse first.
02We already have a historian, LIMS, SAP / Maximo.
Subatix works on top of your existing systems and connects them. It's an intelligence layer, not a replacement - no rip-and-replace.
03We don't need another dashboard.
It isn't one. Outputs are ranked actions with an owner and expected recovery - a decision engine, not more charts to interpret.
04How accurate are the results?
Subatix combines data from multiple sources and cross-validates patterns to identify consistent root causes. Accuracy improves over time as more data is processed.
05How do you handle unstructured data like logs and reports?
Subatix uses AI models to extract and connect information from logs, reports, and other text sources, combining it with structured data to provide full operational context.
06Will it add admin work?
The opposite - it fits existing workflows and exports usable outputs. The point is to remove the manual data-stitching, not add to it.
07Who runs it - do we depend on you?
Your team operates it after deployment. We train alongside and transfer capability. The system stays and keeps improving as new data arrives.
08How do we start?
A fixed two-track diagnostic on a few raw data exports and one point of contact. First findings on your actual data - no commitment beyond the diagnostic.
Contact

Let's scope it together.

Start with the two-track diagnostic. Fixed fee, first insights on your actual data, no commitment beyond it.

alex@subatix.com · vlad@subatix.com · subatix.com

Book a diagnostic