Write, Test, and Debug Firmware 10X Faster

AssembleAI turns your firmware dev tools into experts on your design, interfacing autonomously with your hardware and equipment.

Point our client to your files

• Schematics

• App Notes

• Datasheets

• User Manuals

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• Parses Firmware Codebase

• Integrates Directly in your IDE

Your tools understand your project

• Complete Hardware Context

• Full Firmware Knowledge

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Your full hardware context, directly in your development environment. No context switching. No manual lookups.

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main.c bringup.c sensors.h

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// Hardware bringup sequence for new board revision
// Board: IoT-Sensor-v2.1 | Date: 2025-01-15
#include "stm32f4xx_hal.h"
#include "board_config.h"
#include "sensors.h"
static uint8_t power_state = 0;
static SPI_HandleTypeDef hspi1;
static I2C_HandleTypeDef hi2c1;
void board_bringup_sequence() {
// Step 1: Configure power rails
HAL_GPIO_WritePin(GPIOC, GPIO_PIN_13, GPIO_PIN_SET);
HAL_Delay(100);
power_state = 1;
// Step 2: Initialize SPI
hspi1.Instance = SPI1;
hspi1.Init.Mode = SPI_MODE_MASTER;
if (HAL_SPI_Init(&hspi1) != HAL_OK) {
Error_Handler();
}
// Step 3: Initialize I2C
hi2c1.Instance = I2C1;
hi2c1.Init.ClockSpeed = 400000;
if (HAL_I2C_Init(&hi2c1) != HAL_OK) {
Error_Handler();
}
// Type to ask AssembleAI...
}

AssembleAI Context Connected

Project Context

Board Version: v2.1

MCU: STM32F407VGT6

Components: 247 loaded

Datasheets: 45 indexed

Intelligent Suggestion

I notice you're bringing up the temperature sensor. Based on your schematic:

MAX31855 Connections (U4):
• PA0 → SO (Pin 3) - MISO
• PA1 → CS (Pin 5) - Chip Select
• PA2 → SCK (Pin 4) - Clock
• R12: 10kΩ pull-up on SO

Initialization sequence:

// MAX31855 Initialization

SPI_HandleTypeDef hspi1;

MAX31855_Init(&hspi1, GPIOA, 1);

HAL_GPIO_WritePin(GPIOA, GPIO_PIN_1, SET);

// CS high initially

HAL_Delay(200); // Startup time

Hardware in the Loop

Ties directly into your test environment and interfaces with your hardware.

Your IDE + AssembleAI

Your Test Equipment

Your Board

AssembleAI directly interfaces with your hardware.

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Automated Hardware Debugging

AI agents probe board states to root-cause issues.

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Closed-Loop Validation

Write, deploy, and verify in a single continuous workflow.

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Universal Tool Integration

Plug-and-play support for Saleae, scopes, and JTAG.

Works with Your Equipment

Directly interfaces with your oscilloscope, logic analyzer, power profiler, and other tools in your development environment.

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AssembleAI runs fully on-prem inside your firewall with an air-gapped architecture, so none of your data ever leaves your servers.

Your data never leaves your development environment.

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Deploy in your private cloud, local server, or on-device.

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Zero data egress

Schematics, firmware, and logs stay inside your perimeter.

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Full compliance & audit ready

Designed for full data sovereignty.

Data never leaves your servers

Runs on your servers

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Your Data

Schematics

Firmware

Component datasheets

User guides

Bring Your Licensed LLM

All inference stays inside your perimeter. Just point AssembleAI at the LLM your company already approves.

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Designed for Embedded Systems Teams

Empowering your firmware team with AI that understands your design and talks to your hardware.

✓

Hardware in the Loop Testing

Verify every subsystem directly in your IDE with AssembleAI.

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Rapid Debug of Issues

Troubleshoot signal and power issues with schematic-aware AI.

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Catch Issues Early

Validate firmware against schematics before manufacturing.

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Schematic Aware Coding

Get correct pin mappings and configurations instantly.

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Fast Driver Development

Generate hardware-tailored initialization code.

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Stay in Your Flow

Access hardware knowledge directly in your IDE.

Built by Hardware Experts

We have decades of experience working on the Apple iPhone, Google Pixel, Meta Oculus, and Amazon Kindle.

Nima Banai

Co-Founder & CEO

Craig Schindler

Co-Founder & CTO

Google

Get Started Today

Augment your embedded systems team with cutting-edge AI.

Enable your team to ship firmware 10x faster.

Schedule a call to discuss full integration into your workflow

Write, Test, and Debug Firmware 10X Faster

AssembleAI turns your firmware dev tools into experts on your design, interfacing autonomously with your hardware and equipment.

Point our client to your files

• Schematics

• App Notes

• Datasheets

• User Manuals

AssembleAI

• Parses Firmware Codebase

• Integrates Directly in your IDE

Your tools understand your project

• Complete Hardware Context

• Full Firmware Knowledge

Augment Your Current Development Tools

Your full hardware context, directly in your development environment.

Cursor

AI-First IDE

Windsurf

Codeium IDE

Claude Code

Anthropic

VS Code

Copilot

Mac

macOS

Windows

Microsoft

Linux

See It In Action

bringup.c

Cursor with Assemble AI

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// Hardware bringup sequence
// Board: IoT-Sensor-v2.1
#include "stm32f4xx_hal.h"
#include "board_config.h"
#include "sensors.h"
#include "i2c_util.h"
static uint8_t power_state = 0;
static SPI_HandleTypeDef hspi1;
static I2C_HandleTypeDef hi2c1;
void board_bringup_sequence() {
// Step 1: Configure power rails
HAL_GPIO_WritePin(GPIOC, GPIO_PIN_13, GPIO_PIN_SET);
HAL_Delay(100);
HAL_GPIO_WritePin(GPIOA, GPIO_PIN_8, GPIO_PIN_SET);
power_state = 1;
// Step 2: Initialize SPI
hspi1.Instance = SPI1;
hspi1.Init.Mode = SPI_MODE_MASTER;
// Step 3: Initialize I2C
hi2c1.Instance = I2C1;
// Ask AssembleAI...
}

AssembleAI Context Connected

Project Context

Board Version: v2.1

MCU: STM32F407VGT6

Components: 247 loaded

Datasheets: 45 indexed

Intelligent Suggestion

I notice you're bringing up the temperature sensor. Based on your schematic:

MAX31855 Connections (U4):
• PA0 → SO (Pin 3) - MISO
• PA1 → CS (Pin 5) - Chip Select
• PA2 → SCK (Pin 4) - Clock
• R12: 10kΩ pull-up on SO

Initialization sequence:

// MAX31855 Initialization

SPI_HandleTypeDef hspi1;

MAX31855_Init(&hspi1, GPIOA, 1);

HAL_GPIO_WritePin(GPIOA, GPIO_PIN_1, SET);

// CS high initially

HAL_Delay(200); // Startup time

Hardware in the Loop

Ties directly into your test environment and interfaces with your hardware.

Your IDE + AssembleAI

Your Test Equipment

Your Board

AssembleAI directly interfaces with your hardware.

✓

Automated Hardware Debugging

✓

Closed-Loop Validation

✓

Universal Tool Integration

Works with Your Equipment

Directly interfaces with your oscilloscope, logic analyzer, power profiler, and other tools.

Saleae

Tektronix

Keysight

Rohde &
Schwarz

Fluke

Yokogawa

Maximum Security and Privacy

Runs on your servers

On-premises · Air-gapped

Your Data

Schematics

Firmware

Component datasheets

Data never leaves your servers

Your data never leaves your development environment.

✓

On-prem & air-gapped

✓

Zero data egress

✓

Full compliance & audit ready

Bring Your Licensed LLM

All inference stays inside your perimeter. Just point AssembleAI at the LLM your company already approves.

GPT

Claude

Gemini

Copilot

Grok

Llama

Designed for Embedded Systems Teams

Empowering your firmware team with AI that understands your design and talks to your hardware.

✓

Hardware in the Loop Testing

Verify every subsystem directly in your IDE with AssembleAI.

✓

Schematic Aware Coding

Get correct pin mappings and configurations instantly.

✓

Rapid Debug of Issues

Troubleshoot signal and power issues with schematic-aware AI.

Built by Hardware Experts

We have decades of experience working on the Apple iPhone, Google Pixel, Meta Oculus, and Amazon Kindle.

Nima Banai

Co-Founder & CEO

Craig Schindler

Co-Founder & CTO

Google

Get Started Today

Augment your engineers with cutting-edge AI.

Enable your team to ship 10x faster.

Schedule a call to discuss full integration

Write, Test, and Debug Firmware 10X Faster

Point our client to your files

AssembleAI

Your tools understand your project

Augment Your Current Development Tools

See It In Action

Hardware in the Loop

Works with Your Equipment

Maximum Security and Privacy

Bring Your Licensed LLM

Designed for Embedded Systems Teams

Built by Hardware Experts

Nima Banai

Craig Schindler

Get Started Today

Contact Sales

Create Your Account

Payment Information

Welcome Back

Join the Waitlist

You're on the list!

Write, Test, and Debug Firmware 10X Faster

Point our client to your files

AssembleAI

Your tools understand your project

Augment Your Current Development Tools

See It In Action

Hardware in the Loop

Works with Your Equipment

Maximum Security and Privacy

Bring Your Licensed LLM

Designed for Embedded Systems Teams

Built by Hardware Experts

Nima Banai

Craig Schindler

Get Started Today

Contact Sales

Create Your Account

Payment Information

Welcome Back

Join the Waitlist

You're on the list!