White HorseWH Clips / Industrial AI
Transforming Mining & Manufacturing.
Your SCADA can't talk to your CMMS. Your Historian isn't trusted. By the time anyone sees the problem, you've already lost a shift.
White Horse Clips connects the plant floor to the boardroom with one trusted source of truth, from sensor to report. Nothing gets reconciled by hand.
Diagnose the Data
We start by getting inside your operation. We map the PLCs, SCADA, historians, and other systems already generating data, then trace where that signal gets lost between the control room and the decisions that depend on it.
We bring deep technical expertise in OT/IT integration and data architecture, combined with a practical understanding of how your team actually works.
Architect & Deploy
We design integration pipelines around the way your operation actually works. We normalize and structure SCADA, historian, and CMMS data at the source so it arrives clean, consistent, and ready to use.
We focus on delivering tangible wins quickly while building the architecture to scale as your operation grows.
Optimize & Scale
Deployment isn't the finish line. We monitor performance, refine data models, and expand integrations as new devices, sites, and use cases come online.
Your infrastructure evolves with your operation, staying aligned with where your business is headed, not just where it started.
The Result: Infrastructure You Can Trust
We combine rigorous data engineering with a real understanding of your operation to turn raw plant data into a foundation you can rely on. Fewer surprises. Faster answers when something goes wrong. And infrastructure that keeps delivering value long after the first deployment.
Optimisation & Control
Turning operations into measurable, well-run performance
- Production & Process Optimisation
- Metal Accounting & Reconciliation
- Quality Management
- Event-Driven Control Architecture
- Predictive Anomaly Detection
Data & Connectivity
Getting clean, connected data from edge to enterprise
- Unified Namespace
- Multi-Dimensional Data Integration
- Real-Time Performance Analytics
- Sensor Networks & Telemetry
- Edge-to-Cloud Connectivity
- Asset & Machine Health Monitoring
Governance & Cybersecurity
Keeping systems compliant, secure, and audit-ready
- Cybersecurity Framework for OT Environments
- IT/OT Compliance & Regulatory Alignment
- Data Governance & Normalisation
- Edge Deployment Framework
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Our Mission
To grow African talent and strengthen local economies by helping industrial businesses harness data and technology to run smarter, safer, and more competitively.
We build capability that lasts beyond any single project, leaving your people, systems, and operations stronger than we found them.
Interested in joining our team? Careers →
Core Values
We were founded on five core values that shape how we run our business, deliver our projects, work with our people, and engage with the world around us.