Bandwidth & threat surface
Continuous 1080p streaming saturated site links and exposed feeds to interception.
Lekuko IoT · Edge AI & Embedded
Edge AI & predictive mathematics.
Hardware-adjacent AI and real-time machine vision process at the point of capture. No cloud latency, recurring compute dependency, or external raw-video pipeline.
Legacy cloud>800ms
Lekuko local<12ms
Edge intelligence // Engineering mandate
Inference at the point of capture.
Cloud platforms fail industrial workloads when network round trips, bandwidth limits, and data residency requirements conflict with real-time operations. Lekuko moves inference beside the sensor and returns only the operational result.
The hardware pipeline progresses from rapid Raspberry Pi prototypes to Nvidia Jetson tensor processing, industrial System-on-Modules, and custom PCBs. OpenCV, PyTorch and TensorRT are optimized around real environmental and compute limits.
Architectural stack | Capability matrix
Specialists. Under one roof.
Scope, materials and response targets shaped around each deployment's physical and operational constraints.
01Rapid prototypingRaspberry Pi
02Tensor processingNvidia Jetson
03Industrial scalingSOM modules
04Mass rolloutCustom PCB
Built forExact kinetic, thermal and mechanical site limits
MaterialsHP MJF PA12 Nylon, SLS PA12/PA11, carbon-fibre nylon
Edge ANPR ecosystem.
>850msLegacy cloud
<12msLocal payload
0%Cloud reliance
100%Data stays local
Latency & recurring cost
Cloud round trips delayed gate actuation and added escalating compute charges.
Data sovereignty
Retention had to remain local while small operational events reached client systems.
Conveyor defect detection.
<5msInference & actuation
100%Fault isolation
0Line stoppage
Line velocity
Micro-defects on belts moving faster than human inspection can follow.
Ambient light noise
Shifting factory lighting made fixed-threshold vision prone to false positives.
Zero throughput loss
Faults had to be rejected physically without slowing the line.
Terminal routing | B2B intake
Does your mandate require edge intelligence?
If cloud latency, bandwidth, industrial friction or sovereignty requirements constrain operations, submit your technical parameters for evaluation by our edge engineering team.
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