IoT Solutions
Connected device platforms, edge computing and real-time telemetry for smarter operations.
Industries · Manufacturing
Connected, intelligent operations from shop floor to top floor.
Industrial IoT, predictive maintenance and supply-chain intelligence that make factories smarter and more resilient.
Industry challenge
What's holding manufacturing back
Unplanned downtime and aging equipment
Siloed OT and IT systems
Quality defects discovered too late
Volatile supply chains and demand
Solutions
Manufacturing solutions we build.
- Smart Factory
- Predictive Maintenance
- Quality Vision AI
- Digital Twins
- MES Integration
- Supply Chain Analytics
Use cases
Where we create impact.
Predictive maintenance
Sensor data and ML models that forecast equipment failures.
Vision-based quality inspection
Cameras and models that detect defects inline.
OEE dashboards
Real-time visibility into availability, performance and quality.
Digital twins
Simulate lines and processes before changing them.
Business outcomes
What success looks like
- Reduced unplanned downtime
- Higher first-pass yield
- Real-time plant visibility
- Better planning accuracy
Technology stack
- Azure IoT
- OPC UA
- MQTT
- Databricks
- Python
- Grafana
Services
Our services for manufacturing.
The capabilities we most often bring to manufacturing organizations.
AI & Machine Learning
Build intelligent systems that automate decisions, predict outcomes and unlock new possibilities.
Data Engineering & Analytics
Transform complex data into reliable intelligence with modern data platforms and analytics.
Enterprise Software
ERP, CRM and line-of-business platforms implemented, integrated and extended for scale.
More industries
Explore other industries.
Let's transform
manufacturing together.
Tell us about your manufacturing challenge — we'll share how we'd approach it.