Edge-native hardware, engineered in India.
We design boards, firmware, on-device AI and the cloud behind them — and ship our own. From a 30×25 mm module to full products, silicon up to cloud.




- boards shipping today
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- hands-on education kits
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- stages, requirement → production
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- core, silicon up to cloud
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Four boards. Designed, built and shipped by us.
Boards, kits, custom builds — and what's next.
Four ways to work with Incrix Automation. Pick up a board, equip a lab, have us design your product, or follow what we're building in Labs.
Development boards
Horizon, Twinedge and Hexon — ESP32-S3 and C6 boards from entry dev board to a 30×25 mm Industry-4.0 hub.
Learn by building
Sensor, communication, relay and camera boards for schools and universities.
Your product, built by us
- Board design
- multi-layer PCB
- firmware
- edge-AI
- cloud dashboard
What we're building next
- AI 3D printer
- Drone flight controller
- Smart irrigation
- Our own silicon
Four skills. One roof.
End-to-end edge hardware needs all four layers built as one system — not stitched together from parts. That's how we build ours, and yours.
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Connected cloud
Fleet telemetry, OTA updates and dashboards.
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On-device AI
Real-time inference on the board — no cloud dependency.
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Embedded firmware
Bare-metal to RTOS, OTA-ready from day one.
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Multi-layer PCB
Schematic to layout, with in-house DFM.
Intelligence on the device, where it's needed.
Latency, cost, privacy and connectivity-independence are pushing AI inference to run on the hardware. In India, that shift isn't a trend to chase — it's the correct architecture for the conditions we already build for.
Patchy connectivity
Broadband doesn't reach the field. The device must think on its own.
Power instability
Systems must survive cuts and erratic 3-phase supply.
Cost sensitivity
Imported solutions price out the Indian buyer.
Data localisation
Keeping data on-device is becoming a requirement, not an option.
One platform core. Many industries.
Solder Minds:
engineering, shared.
Our embedded team — Jegannath and Janakiram — runs Solder Minds, teaching PCB design, embedded systems and IoT to an engineering community on Instagram.

