Our Process: From Concept to Embedded Intelligence
We've refined our process to be transparent, collaborative, and efficient. It’s a journey we take with you, transforming your product's potential into reality in four distinct phases.
Phase 1: Symbiosis
Connect: It starts with a conversation. You share your vision, your hardware specifications (the MCU, sensors, memory), and the problem you want to solve.
Calibrate: We work with you under NDA to perform a deep technical dive. We establish a clear understanding of the project's scope, potential challenges, and success metrics, culminating in a detailed Statement of Work (SOW).
Phase 2: Sentience
Data & Design: This is where the intelligence takes shape. If you have data, we analyze it. If you don't, we begin the acquisition phase. We then design and train the initial models, focusing on accuracy and efficiency.
Validation: We present the model's performance on your dataset. You see the results and validate that the model is solving the right problem before it ever touches your hardware.
Phase 3: Integration
Deployment: The validated model is meticulously optimized and ported to your target Cortex-M platform. We deliver firmware or library code that integrates seamlessly into your existing bare-metal or RTOS environment.
Verification: Through weekly calls and shared progress reports, you see the solution running on your actual hardware. We fine-tune performance and ensure the integrated system meets all operational requirements.
Phase 4: Evolution
Support: Our engagement doesn't end at delivery. We provide ongoing support to ensure your newly intelligent system performs flawlessly in the field.
Growth: As new data becomes available or your needs evolve, we're ready to iterate, retrain, and redeploy enhanced models to your fleet.