53
deaths at South African mines between January and mid-October 2026, more than the 41 recorded in all of 2025.
Minerals Council SA, via Mining Weekly
Technology · Industry · Mining · South Africa
Safer mines,
more tonnes.
N³ Innovations is a South African mining technology and services company. We use AI and sensor intelligence to find the warnings and delays already in a mine's own data, put a rand value on each one, and make sure the right person acts. Our work covers operating mines, closure and rehabilitation, and mine development.
Decision support
Our software advises people. It never controls equipment.
Read-only by design
We read copies of your data. Nothing we install connects to PLCs or SCADA.
Evidence first
Every engagement starts with a problem measured at your operation.
Vendor-neutral
We work with the radios, sensors and systems you already own.
Where we work
From the pit and the plant to the control room and the water around the mine.
Underground operations
Warnings from machines, radios and shift reports, brought together and ranked by what they put at risk.
Illustrative photo: Ricardo Gomez Angel / UnsplashWhy now
South African mining is under pressure on safety and output at the same time.
Better information saves lives and money together. Four figures make the case.
−12.7%
mining production in August 2026 against August 2025, the largest year-on-year fall since October 2022.
Stats SA, 13 October 2026
15
fall-of-ground deaths in 2025, up from 12 in 2024, in a year when total deaths reached a record low.
Miningmx, February 2026
6.2%
of South Africa's nominal GDP in 2025 came from mining, a total of R477.1 billion.
Minerals Council SA, via Engineering News
Figures as published by each source. Last reviewed November 2026.
MHSA Chapter 8 · Level 9
Regulation already expects machines and people to communicate. Since December 2022, diesel trackless mobile machines must slow down and stop on their own when the operator does not act. A system like that is only as good as the information it acts on.
The first problem we solve
Mines already collect the warnings. Too often, they do not reach the right person in time.
Condition-monitoring reports, alarm logs, maintenance records and shift reports can point to a failure before it happens. Each sits in a different system, inbox or spreadsheet, so by the time someone connects them, the pump has failed or the shift has ended.
Each large vendor owns one source of data: the machines, the sensors, the historian or the work-order system. Nobody neutral owns the step between "a warning exists" and "the right job is done on time". That step is where we work.
PDF reportsEmailSpreadsheetsWhatsApp groupsPaper shift logsSCADA alarm lists
- Q1
Where does information fail?
A call that does not get through, a report that arrives late, a warning nobody sees, a handover that drops a detail.
- Q2
What does each failure cost?
Lost production time, delayed response, repeat work, exposure to a hazard and hours of manual reporting, counted in the mine's own figures.
- Q3
What would fix it, and what must the fix connect to?
The radios, networks, sensors, software and people that any fix depends on.
Services
Three core services that turn a mine's own data into safer shifts, more tonnes and clean audits.
Each service works with the systems a mine already owns, starts from a baseline the mine agrees to, and reports its results in the mine's own numbers.
Operational diagnostics
We find where information breaks down across your operation and what each breakdown costs.
- A ranked register of problems, each with a rand value
- A map of how information flows between departments
- A recommended first fix, with its baseline
Measured byA problem register your managers agree with, priced in rand
Maintenance intelligence
Every condition-monitoring finding, alarm and inspection note in one ranked list, tracked until the work is done.
- One warning queue, linked to your asset register
- Rand-at-risk ranking, overdue and repeat-failure alerts
- A monthly value report your finance team can audit
Measured byFindings closed on time, and failures that had an earlier warning
Environmental compliance and water monitoring
Every condition in your environmental authorisation, EMPr and water use licence, tracked to an owner, a due date and the evidence that it was met.
- A conditions register built from your licences and checked by your team
- A calendar of monitoring, reports and audits, with overdue alerts
- Water levels, quality and decant checked against licence limits
Measured byConditions with an owner and evidence, and audit findings closed
Also available
Data integration and reporting
Read-only links to your CMMS, historian and spreadsheets, and automated shift, production and safety reports.
Communications and connectivity
A vendor-neutral map of where radio and network coverage fails underground and in the pit, and what each gap costs.
Energy and compressed-air analytics
kWh-per-tonne baselines, compressed-air leak detection and scheduling advice for peak tariff periods.
Every service reads data without changing it, names no vendor, and supports decisions rather than making them. Nothing we install controls equipment or connects to PLCs or SCADA.
How we work
Assess, prove, then run. Every engagement is measured.
We do not sell a platform and hope it fits. We measure the problem at your operation, prove the fix against a baseline, and then run it as a supported service.
-
Stage 1
Assess
On siteWith your teamsWe work alongside your people to find where information breaks down, and rank each problem by safety risk, production impact and cost to fix.
You receiveA ranked problem register and a recommended first fix, with its baseline.
-
Stage 2
Prove
One use caseMeasured baselineWe deploy the fix on read-only data, with your own staff approving every action it recommends.
You receiveA measured improvement against the baseline, valued with your finance team.
-
Stage 3
Run
Per-site subscriptionThe proven service runs on your site, connected to your maintenance and reporting systems, and extends to the next problem on the register.
You receiveMonthly reporting on closure rates, lead times, false alarms and the rand value agreed with you.
Mines can start at any stage. Where a problem is already clear, we go straight to proving the fix.
Our technology
N³ Action Ledger: every warning, ranked in rand and tracked to closure.
The Action Ledger is the software at the centre of our maintenance intelligence service. It brings the warnings a plant already has together in one list of actions, and shows what each one puts at risk, who approved it, and whether the work was done in time.
CM reportsOil, vibration, thermography
SCADA alarmsTrip and alarm logs
HistorianRead-only replica
CMMSWork orders, assets
Site agent in the DMZRead-only. Outbound HTTPS only. Never connects to PLCs or SCADA.
AI · language modelsLink each warning to an assetExtracts the fault, severity and recommended action from reports and work-order text, and matches tags to the asset register.
AI · anomaly detectionRank by rand at riskAsset criticality × severity × the mine's value per hour, checked against historian trends.
A planner approvesEvery item shows the report page, trend or work order it came from.
Work order raised in the CMMSExported by the planner. No automatic writes.
Closure and value trackedOverdue alerts, repeat failures and a monthly report in rand.
Outcomes feed back into the ranking.
What it gives a plant
- One queue for every warningCondition-monitoring findings, alarms and inspection notes in one place, linked to the right asset.
- Priorities in rand, not opinionsRanking uses the mine's own value per hour, so engineering and finance read the same number.
- Nothing slips between meetingsOverdue and repeat-failure alerts show what was seen but not done.
- Evidence for every decisionEach item links to its source, so a reliability engineer can check the reasoning.
- A value report the CFO can auditEach month: findings closed on time, failures that had a warning, hours saved.
- No new hardwareIt runs on data the mine already collects, so deployment takes weeks and needs no capital project.
How the technology works, and how it stays secure
Where we use AI and where we do not, the rules we build by, and how our software sits on a mine's network.
Across the mine life cycle
From operating mines to closure and new projects.
The same data discipline that makes an operating mine safer and more productive also guides how a site is closed, rehabilitated and brought back into production.
-
Operate
Operating mines and plants
Our services help operating mines, processing plants and contractors act on the warnings in their own data: fewer unplanned stoppages, faster response and lower cost per tonne.
Who we work withMine and plant managers, engineering and maintenance teams, contractors.
-
Close and rehabilitate
Closure and rehabilitation
We bring the same monitoring to closed and derelict sites: water, decant, subsidence and illegal access tracked and reported, so rehabilitation is planned on evidence and its progress can be shown.
The Department of Mineral and Petroleum Resources puts the closure cost of derelict and ownerless mine sites at about R51.5 billion, R8.6 billion of it for high-priority sites (parliamentary reply, October 2026).
Who we work withMine owners, the state, and environmental and rehabilitation specialists.
-
Develop
Mine development
We assess and develop mining opportunities, with a focus on mines under care and maintenance, where existing infrastructure lowers the cost of returning to production.
The Minerals Council has recommended opening derelict mines and the more than 30 mines under care and maintenance to junior miners (Daily Maverick, April 2026).
Who we work withRights holders, investors and experienced mining partners.
For partners and funders
A disciplined route from a measured mine problem to recurring revenue.
Our model is capital-light and measured at every step. Each site adds data, references and recurring revenue, and our services business funds the move into rehabilitation and mine development.
Mines and plantsMid-tier operations, processing plants and contractors that want measurable gains in safety and output.
Technology partnersCondition-monitoring providers and automation integrators already working on site.
Rehabilitation partnersEnvironmental and rehabilitation specialists to deliver with us on closed and derelict sites.
Funding partnersGrant funders, development finance and investors to fund growth across sites.
The founders
Three co-founders who start in the mine, with the people who do the work.
N³ (N-cubed) Innovations takes its name from its three founders, whose first names all start with N.
Nkanyiso Gracious Maqubela
Co-founder · Partnerships and stakeholders
Neo Magubane
Co-founder · Operations and software
Nkululeko Mdluli
Co-founder · Technology and data
Contact us
Find out where your mine loses time, tonnes and safety margin.
Mines: tell us about your operation and the problem you most want solved, and we will propose the right service. Partners and funders: ask for our plan and we will arrange a meeting.
- Contact
- Nkanyiso Gracious Maqubela
- qhubela_nk@live.com
- Phone
- 071 598 3895
- Based in
- Johannesburg, Gauteng. We work at mines across South Africa.