[ PERFORMANCE_BOTTLENECK_ANALYSIS ]
Where is your bottleneck?
Cloud dependency is the invisible friction preventing your next stage of growth.
Critical Latency Spikes
Cloud round-trips add 200ms+. At the Edge, decision logic drops to < 5ms.
[ ENGINEERING_STACK ]
Intelligence Archive
LATENCY: 08ms
PROTOCOL: v5.0
[ Embedded UI/UX ]
The HMI Interface
Crafting hardware-optimized interfaces via LVGL/Qt. Low-latency touch response for critical systems.
LATENCY: 08ms
PROTOCOL: v5.0
[ IoT UI/UX ]
The Ecosystem Portal
Cross-platform fleet dashboards. High-frequency telemetry visualization with reactive loop controls.
LATENCY: 08ms
PROTOCOL: v5.0
[ Adaptive UX ]
The Contextual Interface
Dynamic UIs that react to environmental sensors. Real-time adjustment for brightness, stress states, and safety-critical alerts.
LATENCY: 08ms
PROTOCOL: v5.0
[ IoT Gateway ]
The Neural Bridge
Aggregates multi-sensor data -> Local filtration -> Secure MQTT/LoRa transmission.
LATENCY: 08ms
PROTOCOL: v5.0
[ Edge Computing ]
The Logic Node
Runs heavy ML inference locally. Decides critical actions without cloud handshake.
LATENCY: 08ms
PROTOCOL: v5.0
[ Embedded Sensor ]
The Precision Array
Custom-tuned PCB design with high MTBF and ultra-low power RTOS firmware.
LATENCY: 08ms
PROTOCOL: v5.0
[ Edge AI Vision ]
The Vision Core
Real-time object detection and spatial mapping directly at the lens interface.
LATENCY: 08ms
PROTOCOL: v5.0
[ Hardware HSM ]
The Secure Vault
Integrated Secure Element with AES-256 encryption. Handles secure boot and certificate rotation.
LATENCY: 08ms
PROTOCOL: v5.0
[ Connectivity Node ]
The Global Pulse
Orchestrates multi-bearer comms. Switches between SatCom, 5G, and LoRa based on signal/cost.
[ DEPLOYMENT_EFFICIENCY ]
Cloud Spend vs. Edge Efficiency
Slashing monthly egress fees. By moving computation to the Edge, you reduce cloud storage and bandwidth costs by up to 85%.
Efficiency Predictor
[ FIELD_REPORTS_ARCHIVE ]
:: Case Study: Industrial Flow Dynamics
"We eliminated downtime by moving predictive models to the gateway."
:: Case Study: LogiGrid Systems
"Our fleet bandwidth costs dropped by 72% within one quarter."
[ SAFETY_PROTOCOLS ]
Hardened
Reliability.
Independent supervisor timers detect firmware stalls and initiate automatic safe-state recovery.
Hardware Watchdog
ARMEDIndependent supervisor timers detect firmware stalls and initiate automatic safe-state recovery.
Thermal Throttling
ACTIVEDynamic frequency scaling protects silicon during intense local AI compute cycles at high ambient temperatures.
Encrypted OTA
VERIFIEDSecure Over-the-Air updates with hardware-level certificate verification prevent malicious code injection.
[ STACK_COMPATIBILITY ]
Universal Edge
Handshake.
We design for total interoperability. Our firmware integrates with industrial PLC standards and global cloud IoT hubs.
Core Promise
We handle the low-level logic. You just reap the edge intelligence.
[ VELOCITY_AXIS ]
Schematic to Production
Day 1-7
Audit & Prototyping
Hardware logic mapping and rapid PCB prototyping using simulated environments.
Day 14-21
Firmware Dev & CI/CD
Secure RTOS integration and Edge AI pipeline optimization for target silicon.
Day 30+
Fleet Deployment
Zero-touch provisioning across your global hardware nodes with live telemetry.
Proven
Production Logic
Bridging the gap between industrial hardware engineering and commercial SME scalability. Real systems, deployed at scale.
[ ACCESS_TIERS ]
Choose Your Edge Workforce
[ AGENTIC_INSIGHTS ]
Intelligence Archive
Architecting for the Edge: Balancing Latency vs. Battery Life
Implementing TinyML on ESP32: Lessons from the Field
The Move from monolithic Cloud to Federated Edge Nodes
Securing Hardware: TrustZone and Secure Boot Protocols in 2025
[ UNSPOKEN_QUESTIONS ]
Ready to
Hardwire Success?
Free 20-minute architecture sync. We'll tell you honestly if Edge AI is right for your stack. Scoping from £995.