IoTTier-1 Automotive Manufacturer
2024
Smart-factory telemetry across three plants
2,400 LoRaWAN sensors deployed in 11 weeks, integrated with the client's MES for sub-second OEE visibility.
+18% OEEmeasured outcome
Projects
Engineering programs delivered for industry.
A selection of work across IoT, embedded systems, AI, computer vision, and additive manufacturing. Each engagement is delivered with full technical documentation and a measurable production outcome.
IoT
VisionEuropean PCB Assembler
2024
Automated optical inspection cell
End-of-line vision system detecting solder defects at 220 ms per board with a deep-learning classifier.
99.4% recallmeasured outcome
EmbeddedRegional Utility Operator
2023
Grid-edge controller, IEC 61850
Custom ARM-Cortex controller with hardened firmware deployed across 412 substations in the EU.
99.998% uptimemeasured outcome
AIIndustrial Pump OEM
2024
Predictive maintenance platform
Anomaly-detection models trained on 14 months of vibration telemetry, deployed on edge gateways.
−43% downtimemeasured outcome
AdditiveAerospace Sub-Tier Supplier
2023
Production-grade lightweight bracket
Topology-optimized titanium bracket produced via SLM — 38% mass reduction at qualified strength.
−38% massmeasured outcome
EmbeddedMedical Device Startup
2025
Class-IIa connected diagnostic device
Firmware, board, enclosure, and regulatory documentation delivered for MDR market entry.
CE markedmeasured outcome
Confidential work
Many of our programs are protected by NDA.
Reach out and we'll arrange a closed briefing covering similar deployments in your sector.