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Case Studies Smart Agriculture & AI

Edge AI Agriculture Board with KMITL

King Mongkut's Institute of Technology Ladkrabang (KMITL)

A custom Embedded Linux board that puts AI inference and IoT gateway duties in the field.

Type
Custom Hardware Board
Status
Delivered
Compute role
Edge AI + gateway

Field gallery — 4 photos from the deployment

Select any frame below to inspect

Field evidence 01 — King Mongkut's Institute of Technology Ladkrabang (KMITL) 01 / 04 King Mongkut's Institute of Technology Ladkrabang (KMITL)
Edge AI + gateway
Compute role
Sensors to cloud
Integration scope

* Pending validation — detailed test conditions available under NDA.

The engineering challenge

Agricultural AI cannot depend on a datacenter connection. KMITL needed a board that runs inference in the field while also serving as the IoT gateway for sensors, actuators, and the cloud platform.

What ELG engineered

ELG developed and delivered a custom Embedded Linux board for AI workloads in agriculture — an IoT gateway integrating sensors, actuators, and cloud connectivity in a single field-deployable design.

Why it matters to your business

Edge AI projects fail at the board level long before they fail at the model level. This collaboration proves ELG designs production-grade AI-capable hardware with the full software stack to support it.

System architecture

Overview, layer by layer.

Overview only — per-client internals stay under NDA.

  1. 01

    Physical & Sensors

    Custom board with agricultural sensor and actuator interfaces.

  2. 02

    Embedded Linux & Edge Logic

    Field gateway stack with local buffering for intermittent links.

  3. 03

    Cloud Ingestion & Analytics

    Cloud platform integration for fleet-wide agricultural data.

Related field evidence

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