> Learns how to make decisions without requiring extensive manual setup. Helps streamline the development process and reduces the need for expert intervention
> Identifies only the most relevant data points that truly matter for accurate classification. Ensures the model is both efficient and effective.
> Produces a compact, streamlined hardware component that can be customized in size to fit various applications.
> No need for additional microcontrollers or complex software layers. Everything is embedded directly into the hardware, simplifying integration and reducing complexity.‍

> Can process large amounts of data very quickly, critical for real-time applications.
> Ensures fast response times, making the system highly efficient for time-sensitive tasks.
> Beneficial for embedded systems and battery-powered devices, where energy efficiency is a priority.
> Keeps the hardware lightweight and simplifies integration into various designs.
> Provides flexibility for different applications.
> Gives the ability to customize the precision based on specific needs.

> Ideal MCU base solution where space, power, or cost constraints are fundamental.
> Accurate and reliable decision-making is essential for safety and user experience.
> Predictability and ability to verify system behavior are paramount to prevent failures and ensure continuous operation.
> High level of certification making compliance and safety easier to achieve.
> Efficient, reliable alternative to exiting solutions, enhancing safety, reducing development complexity.‍

> Offers a different approach that simplifies the design and deployment process.
> Makes it much more lightweight and easier to integrate into existing hardware systems.
> Supports a wide range of platforms, from inexpensive microcontrollers costing just a dollar, all the way up to complex custom ASICs or SoC integrations.

> Pipelined logic operating on fixed clock cycles to ensures predictable performance and simplified validation.
> Can analyze the design statically, catching issues early without needing extensive testing.
> Makes the system more reliable and easier to verify.
> Fully inspectable, allowing to understand exactly how the system arrives at its conclusions.
> Optimized for low power consumption. Does not rely on memory or CPU and has a minimal logic footprint. Reduces thermal and space requirements.
> Core logic portable across different platforms and SKU variations, making it flexible and future-proof.‍

> Can be in CSV format, an API, or other formats you're comfortable with. Essentially, this dataset is the foundation. It teaches the system what to expect and how to perform.
> Run the compiler and select target platform. It ensures that the synthesized hardware will be optimized specifically for the device you're working with, whether it's an FPGA or a CPLD.
> Receive the synthesized VHDL or Verilog files along with an integration guide.
> Drop these files right into your FPGA or CPLD toolchain, like any other digital peripheral. You can embed it directly into your existing design flow.‍