Embedded AI · Edge ML

Democratizing Edge AI

Frugal, ultra-low-power boards that process multiple sensor contexts with sub-millisecond switching — intelligence where cloud can't reach.

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  • <1ms Context switching
  • μW Ultra-low power
  • Zero Cloud dependency

About

We build where cloud can't reach

Xerge Technologies is a founder-led deep-tech firm. We design frugal, ultra-low-power embedded boards that run edge ML on-device — processing multiple sensor contexts with ultra-low latency switching, without cloud dependency, high power draw, or expensive hardware.

Our mission is to democratize embedded AI across industries, geographies, and use cases. From board design and firmware to contract manufacturing, we deliver intelligence that works under real-world constraints.

Intelligence belongs at the edge — not in a data centre three states away.

What We Do

Embedded AI, end to end

Frugal Embedded AI

Edge ML on modest hardware — no GPU clusters, no cloud bills, no compromise on capability.

Multi-Context Sensing

Process vibration, thermal, acoustic, and more — switching contexts in sub-milliseconds on a single board.

Board Design & Assembly

Ultra-low-power PCB design, component selection, and production-ready assembly built for harsh environments.

Firmware & Middleware

RTOS, drivers, inference pipelines, and communication stacks — the software layer that makes hardware intelligent.

Contract Manufacturing

From prototype to volume production — assembly, testing, and quality processes under one roof.

Industry Sensing Solutions

Custom sensor fusion and edge inference tailored to your domain — agriculture to industrial IoT.

Why Xerge

Built for constraints, not demos

Frugal

By design

Intelligence on hardware that costs a fraction of conventional edge AI setups.

μW

Ultra-low power

Runs on battery for months. No mains, no solar farm required.

<1ms

Sub-millisecond response

Multi-context switching fast enough for real-time control loops.

Zero

No cloud dependency

Full inference on-device. Works offline, in the field, forever.

Real

World constraints

Heat, dust, unreliable power, no connectivity — engineered in, not patched later.

Industries

Where edge intelligence matters

Agriculture
Infrastructure
Healthcare
Industrial IoT
Government

IT & Tech Services

Engineering capacity, on demand

Beyond our core embedded AI platforms, we offer software development, firmware engineering, and contract manufacturing as a secondary engagement model — for teams that need deep-tech execution without building an in-house hardware lab.

  • Software Development Application logic, dashboards, APIs, and integration layers.
  • Firmware Engineering RTOS, bootloaders, drivers, and on-device inference pipelines.
  • Contract Manufacturing PCB assembly, testing, and volume production with quality traceability.

Contact

Let's talk edge AI

Tell us about your sensing problem — we'll respond within one business day.