Industrial Automation
Smart Factories for a Smart Future
Introduction
Engineering intelligence into the factory floor
We specialize in building edge-native AI and software systems for Industry 4.0 environments, enabling manufacturers and automation providers to deploy intelligence directly where production happens. By combining industrial sensing, optimized AI pipelines, and embedded software expertise, we deliver production-ready solutions for smart manufacturing, robotics, and quality inspection that operate reliably under real-world factory constraints.
Our Key Applications
Smart Manufacturing & IIoT
Modern production lines generate massive volumes of data, but most of it never turns into real-time action. We enable edge-native intelligence inside machines and IIoT systems, allowing factories to monitor operations, detect issues early, and respond instantly without relying on cloud latency. This improves uptime, stabilizes throughput, and creates a foundation for data-driven, scalable manufacturing.
Robots & Cobots
Industrial robots and cobots must operate safely and accurately in dynamic, real-world environments. Our optimized perception and edge AI pipelines enable robots to see, understand, and react in real time, even with variable parts and human collaboration. The result is smoother motion, better grasping, and reliable autonomy without increasing system complexity or compute load.
Quality Inspection
As production speeds and product variation increase, manual and rule-based inspection systems struggle to keep up. We deliver AI-powered visual inspection pipelines that detect defects, verify assembly, and ensure consistency at line speed. By running efficiently on edge hardware, these systems reduce false rejects, prevent escapes, and scale across multiple products and lines.
PPE Detection & Worker Safety
As factory environments become more complex and dynamic, manual safety monitoring and periodic audits fall short. We deliver AI-driven, vision-based pipelines that continuously detect PPE compliance and unsafe behaviour in real time. Designed to run efficiently on edge hardware, these pipelines enable faster intervention, reduce safety incidents, and support consistent enforcement across shifts, zones, and sites.
AI Models Optimized
Optimized industry and domain-specific AI models for edge deployment across industrial applications.
Increase in FPS
Delivered substantial runtime performance gains through model compression and hardware-aware acceleration.
Sensor Modalities Enabled
Enabled AI workflows across multiple industrial sensor types, from sensor-level processing to application integration.
SoC Platform Expertise
Deployed and scaled AI workloads across heterogeneous SoC platforms in industrial environments.
How we enable this
Industry 4.0 demands an end-to-end pipeline that connects sensing, intelligence, integration, and deployment, ensuring industrial AI is accurate, efficient, and reliable in real-world production environments.
We build the foundation for intelligent automation by enabling machines to see, sense, and understand their environment with accuracy.
- Multi-sensor fusion across cameras, LiDAR, Radar, depth & industrial sensors
- High-resolution signal processing pipelines for fast, reliable factory decisions
- Sensor & compute selection + benchmarking to match the right hardware to each workflow
Our edge-native AI stack ensures industrial systems run with low latency, high reliability, and continuous performance even in harsh conditions.
- Highly optimized AI models tailored for industrial workloads
- An industry-focused AI model zoo for quick customization
- Compiler and low-level optimization expertise to maximize performance on any SOC or edge device
We ensure your automation ecosystem works seamlessly, from robots to IIoT devices to cloud dashboards.
- Embedded software stacks on RTOS, ROS2, and Linux for robotics & IIoT
- Scalable edge- cloud orchestration for unified deployment & updates
- Custom SDKs enabling easy integration of domain-specific intelligence into existing systems
We turn AI into deployable, production-ready systems that improve uptime, quality, and safety.
- Vision-driven inspection systems for 2D/3D defect detection, OCR & measurement
- Real-time dashboards & alerts for worker safety and predictive maintenance
- PoC and deployment kits that accelerate industrial AI adoption without factory disruption
We help industries move fast while staying compliant, through safety-engineered innovation.
- Alignment with IEC 61508 as a baseline, scalable to sub-norms including IEC 61511, IEC 62061, IEC 61513, and EN 50516
- Development of safety-critical embedded software and firmware, with support for system-level diagnostics and fault management
- Process compliance, process audits, software coding compliance, and verification & validation
Our real-world deployment: Industrial Quality Inspection
Problem
High-speed production lines often struggle with consistent quality inspection. Manual checks and traditional rule-based vision systems fail to detect subtle surface defects, deformations, and unknown anomalies, especially across different product types. As throughput increases, manufacturers face higher scrap rates, inconsistent quality, and limited ability to scale inspection without slowing production.
Solution
An AI-driven, automated quality inspection system designed for conveyor-based production environments. The system utilises strategically placed, synchronised cameras to enable multi-angle vision fusion and applies deep-learning-based anomaly detection to identify both known and unknown defects in real-time. Optimized edge deployment ensures low-latency inference, allowing defects to trigger immediate sorting actions without disrupting line speed. The solution is adaptable across product variations and production lines, making it suitable for diverse manufacturing environments.
Business Impact
- Improved product quality by ensuring only defect-free items move forward
- 98% defect detection accuracy, including previously unseen anomalies
- 360° product inspection through AI-powered vision fusion
- High-throughput performance, supporting conveyor speeds of up to 22 m/min
- Scalable deployment across different product types and industries
- Lower operational costs through reduced rework and manual inspection
Why MulticoreWare?
Deploying AI in industrial environments demands more than algorithms, it requires deep understanding of hardware constraints, real-time performance, and production reliability. MulticoreWare brings deep engineering expertise to bridge this gap, turning AI, sensing, and edge compute into systems that work consistently on the factory floor.
With experience across industrial sensors, edge AI optimization, embedded software, and system integration, we help manufacturers and automation providers move from experimentation to production-ready deployments. The result is industrial AI that scales across lines, survives real-world conditions, and delivers measurable operational impact.
GET IN TOUCH
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