AI-powered hardware-in-the-loop development for embedded developers. AI HIL lets your agent write, flash, test, and fix firmware on a real board — on its own.
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A quick look at the idea — AI writes the firmware, AIHIL LINK closes the loop on real hardware.
Why AI HIL
AI can generate embedded code fast — then the real work begins at the bench. AI HIL closes the loop between AI-generated code and real hardware.
Who it’s for
Whether you’re one engineer at a bench or a team standardizing hardware testing, there’s a path for you.
For developers
Self-serve. Get an AIHIL LINK, install the MCP server, and let your AI agent write, flash, test, and fix firmware on your own hardware.
For enterprise
Product + service, plus fully customized automation of your develop → test → flash pipeline — integrated with your workflow and under your control.
How it works
No new workflow to learn. Install, plug in, and prompt your agent.
One command gives your AI agent hardware-control abilities.
Plug in over USB — one cable links the device to your board and PC.
Describe your target and wiring once, then let it run — the AI writes, flashes, tests, and fixes.
Capabilities
Everything your agent needs to treat hardware like software.
Push firmware straight to the chip over SWD/JTAG — no manual steps each cycle.
Read registers and set breakpoints in real time, so the AI can reason about the chip.
Send UART test signals to drive the target during a run. (More signal types are on the roadmap.)
Capture serial logs and signal waveforms together for the AI to analyze and fix.
AIHIL LINK brings the key test-and-debug operations into one compact, AI-connected device.
Under the hood
AIHIL LINK integrates a DAPLink flasher, an 8-channel logic analyzer, and a serial monitor — over a single USB cable.
Signal output is currently UART only; other signal types are on the roadmap. macOS/Linux under consideration. Specs from AIHIL Link MCP v0.2.0.
For enterprise
For embedded teams who want more than a tool — a develop → test → flash loop tailored to your hardware and workflow, automated but always under your control.
AIHIL LINK hardware paired with a service layer: we help integrate it with your toolchain, stand up the automated loop, and support your team — so you’re validating on real hardware fast, not figuring it out alone.
We tailor the AI-driven loop to your chips, boards, and process. The AI writes and iterates firmware while AIHIL LINK flashes, tests, and captures results on your real target — fully automated, with your engineers keeping oversight and control.
Custom pilots and volume options for embedded teams · or email info@getaihil.com
Product status
The first batch is for developers and teams who want to test the workflow, share feedback, and help shape the product.
Hands-on access and a direct line to the team building it.
Tell us a bit about your work so we can prioritize the first batch.
Thanks — we’ll be in touch about the first batch of AIHIL LINK.
FAQ
240+ MCUs and SoCs over SWD/JTAG (CMSIS-DAP v2) — including ST (STM32), NXP, Nordic, GigaDevice, Microchip/Atmel, Raspberry Pi RP2040/RP2350, TI, Silicon Labs, ESP32, Renesas, Infineon and more, spanning Cortex-M0/0+/3/4/7, M23/M33 and RISC-V. Firmware formats: .bin, .hex, .elf, .axf. More targets are added through firmware updates.
Windows 10/11 (64-bit) today. macOS and Linux support is under consideration — let us know on the waitlist if that matters to you.
It captures: an 8-channel logic analyzer (up to 24 MS/s) plus a serial monitor with 21 built-in protocol decoders (UART, SPI, I²C, CAN, LIN, Modbus and more). For output, it currently drives UART test signals; other signal types are on the roadmap.
Anything that speaks MCP. The server is a standard MCP integration, so MCP-compatible clients work without custom glue code.
The device and MCP server run locally on your machine. Your AI agent may use the cloud, but the hardware-control path does not depend on it.
Early access to hardware, setup docs and example workflows, and a feedback channel. In return we ask for your honest feedback to help shape the product.
We’re assembling the first batch now and inviting waitlist members in order. Join the list to get your spot and timing details.
Help shape AI-powered hardware-in-the-loop development for embedded developers.
Join the beta waitlist