WH Clips / Industrial AI
Transforming Mining & Manufacturing.
WH Clips delivers industrial automation, AI, and data integration solutions that modernize your operations and drive lasting results.
Get StartedDiagnose the Data
We start by getting inside your operations — mapping the sensors, devices, and legacy systems generating your data, and identifying where signal gets lost between the edge and your business decisions. We combine deep technical fluency in edge computing and data architecture with a genuine understanding of how your team actually works.
Architect & Deploy
We design edge-to-cloud pipelines that fit your reality — normalizing and structuring data at the source so it's clean, consistent, and usable the moment it lands. We balance fast, tangible wins with the long-term architecture that scales as your operations grow.
Optimize & Scale
Deployment isn't the finish line. We monitor performance, refine data models, and expand integrations as new devices, sites, or use cases come online — keeping your infrastructure aligned with where your business is headed, not just where it started.
The Result: Infrastructure You Can Trust
By pairing rigorous data engineering with a real understanding of your operations, we turn raw edge data into a foundation for decisions — one that keeps working long after the first deployment.
Optimisation & Control
Turning operations into measurable, well-run performance
- Production & Process Optimisation
- Metal Accounting & Reconciliation
- Quality & Reconciliation Management
- CMMS / EMA Implementation
- 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. We do this by helping industrial businesses harness data and technology to run smarter, safer, and more competitively. We are here to build capability that outlasts any single project.
Interested in joining our team? Careers →
Core Values
Our company was founded on five core values that continue to shape how we manage our business, our projects, our people, and how we engage with the world around us.