INDUSTRIES

Built around operational reality.

Our first focus is where data, physical operations and costly decisions meet. Initial geographic focus: India, Botswana, Southern Africa.

01

Mining and minerals

Forecasting, energy intelligence, equipment and process signals, and decision support for complex mine environments.

DECISIONS WE SUPPORT
  • Production and dispatch planning
  • Energy and water use
  • Equipment health and maintenance timing
  • Safety and compliance reporting
SIGNALS WE WORK WITH
  • Fleet and plant telemetry
  • Historian and SCADA data
  • Maintenance and ERP records
  • Environmental monitoring
02

Energy and utilities

Demand forecasting, renewable integration, anomaly detection and planning support for generation, networks and energy-intensive sites.

DECISIONS WE SUPPORT
  • Load and demand forecasting
  • Renewable and storage integration
  • Outage and asset risk
  • Tariff and consumption analysis
SIGNALS WE WORK WITH
  • Metering and SCADA
  • Weather and market data
  • Asset registers and maintenance history
  • Customer and billing systems
03

Industrial operations

Data foundations, process visibility, quality signals and intelligent workflows across production environments.

DECISIONS WE SUPPORT
  • Throughput and quality trade-offs
  • Downtime causes and prevention
  • Inventory and supply planning
  • Shift and line performance
SIGNALS WE WORK WITH
  • Line and machine data
  • Quality inspection records
  • ERP and execution systems
  • Operator logs and handovers
04

Corporate and shared services

Document intelligence, knowledge workflows and governed automation for finance, procurement, HR, compliance and the teams that support operations.

DECISIONS WE SUPPORT
  • Approvals and exceptions
  • Compliance returns and audits
  • Contract and supplier review
  • Access to institutional knowledge
SIGNALS WE WORK WITH
  • Documents and email
  • ERP and HR systems
  • Policies and procedures
  • Ticketing and service records
A NOTE ON SCOPE

If your operation is not listed, the question is the same.

The industries above are where we are concentrating first. The test for any engagement is whether there is an operational decision worth improving, data that can support it and a person accountable for the outcome. If those three exist, it is worth a conversation.

START WITH THE PROBLEM

Bring us one operational challenge.

We will help determine whether AI is appropriate, what evidence is needed and the smallest credible first step. If it is not the right tool, we will say so.