Smart factory digital solutions.
Our manufacturing software development solutions include MES systems, IoT-connected production lines, predictive maintenance platforms, and supply chain optimisation software. As a trusted manufacturing software development solutions provider, we help modern manufacturers achieve Industry 4.0 readiness.
// MQTT sensor data ingestion
import mqtt from "mqtt";
const client = mqtt.connect("mqtt://factory-broker:1883");
client.subscribe("factory/line-1/sensors/#");
client.on("message", (topic, payload) => {
const data = JSON.parse(payload.toString());
console.log(`Sensor ${data.sensorId}: ${data.value} ${data.unit}`);
ingestToTimeSeries(data);
});Production Line Monitoring
We connect factory floor equipment to cloud dashboards using industrial IoT protocols, giving operators real-time visibility into production metrics, machine health, and throughput across every line.
Tools & Frameworks We Engineer With
IoT
- MQTT: Lightweight messaging protocol for sensor telemetry and device communication
- OPC-UA: Industrial interoperability standard for machine-to-machine data exchange
- Edge Computing: Local processing at the factory floor for low-latency decision making
- Sensor Integration: Connecting vibration, temperature, and pressure sensors to data pipelines
Integration
- SAP: Enterprise resource planning integration for production and inventory management
- Oracle: Manufacturing cloud and ERP connectivity for supply chain visibility
- Custom MES: Bespoke manufacturing execution systems tailored to your production workflows
- REST/SOAP: API-based integration with legacy and modern manufacturing systems
Analytics
- Time-Series DB: High-performance storage for sensor data with fast aggregation queries
- Grafana: Real-time dashboards and alerting for production KPIs and machine health
- ML Models: Predictive analytics for maintenance scheduling and quality defect detection
- Digital Twin: Virtual replicas of physical assets for simulation and optimisation
Infrastructure
- On-Premise: Secure local deployments for air-gapped and high-security factory environments
- Hybrid Cloud: Combining on-site edge processing with cloud-based analytics and storage
- Edge Nodes: Distributed compute at the factory floor for real-time data processing
- Redundancy: High-availability architectures ensuring zero production data loss
Who We Work With
Automotive
Assembly line automation, quality inspection, and just-in-time production systems
Aerospace
Precision manufacturing, traceability, and compliance-driven production tracking
Pharmaceuticals
GxP-compliant batch processing, serialisation, and environmental monitoring
Food & Beverage
HACCP monitoring, recipe management, and automated packaging line control
Electronics
SMT line optimisation, component traceability, and automated optical inspection
Heavy Industry
Asset-intensive operations, predictive maintenance, and energy optimisation
Our Delivery Lifecycle
We operate under a structured, predictable lifecycle. Click any step to inspect deliverables.
Factory Assessment
We audit your current production environment, legacy systems, and operational pain points to identify high-impact digitalisation opportunities.
Digital maturity score, gap analysis, and prioritised roadmap with estimated ROI per initiative.Frequently Asked
Yes. We use protocol converters, OPC-UA adapters, and retrofit IoT gateways to connect legacy PLCs, CNCs, and SCADA systems to modern data platforms without replacing existing equipment.
We support both. Most manufacturing clients prefer a hybrid approach with edge processing on-site for low-latency control and cloud-based analytics for long-term storage, ML training, and cross-plant visibility.
We implement IEC 62443 security zones, demilitarised zones between IT and OT networks, encrypted data channels, and role-based access control to protect production systems from cyber threats.
Most clients see measurable ROI within 6-12 months through reduced unplanned downtime, improved OEE, and lower scrap rates. Predictive maintenance alone typically delivers 3-5x return in the first year.
Explore manufacturing software development solutions
Get a manufacturing digital transformation assessment with integration strategy within one week.