Hardware Aware
AI for System Software Engineering Teams

Purpose-built for enterprise system software teams driving innovation in automotive, electronics, IoT, telecom, avionics, and semiconductors.

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static int ais328dq_acc_hw_init(struct ais328dq_acc_data *acc){
int err = -1;
u8 buf[4]; printk(KERN_INFO "%s: hw init start\n", AIS328DQ_ACC_DEV_NAME); err = acc->tf->read(acc->dev, WHO_AM_I, 1, buf);
if (err < 0){
dev_warn(acc->dev, "Error reading WHO_AM_I: is device "
"available/working?\n");
goto err_firstread;
} else
acc->hw_working = 1;
if (buf[0] != WHOAMI_AIS328DQ_ACC) {
dev_err(acc->dev,
"device unknown. Expected: 0x%x,"
" Replies: 0x%x\n", WHOAMI_AIS328DQ_ACC, buf[0]);
err = -1; /* choose the right coded error */
goto err_unknown_device;
} buf[0] = acc->resume_state[RES_CTRL_REG1];
err = acc->tf->write(acc->dev, CTRL_REG1, 1, buf);
if (err < 0)
goto err_resume_state; buf[0] = acc->resume_state[RES_INT_THS1];
buf[1] = acc->resume_state[RES_INT_DUR1];
err = acc->tf->write(acc->dev, INT_THS1, 2, buf);
if (err < 0)
goto err_resume_state; buf[0] = acc->resume_state[RES_INT_CFG1];
err = acc->tf->write(acc->dev, INT_CFG1, 1, buf);
if (err < 0)
goto err_resume_state; buf[0] = acc->resume_state[RES_INT_THS2];
buf[1] = acc->resume_state[RES_INT_DUR2];
err = acc->tf->write(acc->dev, INT_THS2, 2, buf);
if (err < 0)
goto err_resume_state; buf[0] = acc->resume_state[RES_INT_CFG2];
err = acc->tf->write(acc->dev, INT_CFG2, 1, buf);
if (err < 0)
goto err_resume_state; buf[0] = acc->resume_state[RES_CTRL_REG2];
buf[1] = acc->resume_state[RES_CTRL_REG3];
buf[2] = acc->resume_state[RES_CTRL_REG4];
buf[3] = acc->resume_state[RES_CTRL_REG5];
err = acc->tf->write(acc->dev, CTRL_REG2, 4, buf);
if (err < 0)
goto err_resume_state; acc->hw_initialized = 1;
printk(KERN_INFO "%s: hw init done\n", AIS328DQ_ACC_DEV_NAME);
return 0;err_firstread:
acc->hw_working = 0;
err_unknown_device:
err_resume_state:
acc->hw_initialized = 0;
dev_err(acc->dev, "hw init error 0x%x,0x%x: %d\n", buf[0],
buf[1], err);
return err;
}
What we do

We engineer domain-specific models & evals optimized for system software workflows.

Why enterprises choose us

Custom Experience

No workflow disruption, H2LooP fits right into your existing toolset.

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Security

Fully on-premise deployment.

Tailored Small Language Models

Trained on your in-house system code, logs, and specs.
Your code. Your data. Your model

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Co-Building

Co-Building, Fast Prototyping, and Research-Backed Innovation.

Your code. Your data. Your model
  • Purpose built for the system software engineering teams powering automotive, electronics, IoT, telecom, avionics and semiconductor.
  • Streamline the entire system software journey: design, code, integrate, debug.
  • By system engineers, for system engineers  built on real-world challenges, supercharged with AI.
  • Trained on your coding style, specs, and stack for ever-improving accuracy unlike generic AI.
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How It Works
Surface Layer
H2LooP integrates directly into your IDE, terminal, or design tools, acting as an embedded co-pilot without disrupting workflows.
Workflow Agents
Context-aware agents automate design, development, and debugging, bridging tools and data from spec to code.
Context & Content Layers
Understands task context and retrieves relevant domain knowledge, delivering precise, situationally accurate responses.
Enterprise Data
Securely connects with your proprietary code, docs, and hardware specs, ensuring data sovereignty.
Domain-Specific SLM
A fine-tuned small language model built for system engineers, fluent in hardware-aware and real-time systems.