Systems have become more complicated.
How complicated you ask?

Software-Defined everything (SDx)

Traditional hardware functions are transitioning to software at an accelerating pace to preserve the ability to innovate after launch - e.g., SDRs

Data driven approaches combined with AI and ML are now used in almost every system's design and operation - e.g., ADAS systems

Customers today expect functionality of their systems to improve with every software update - e.g., higher EV range over time

Integrate your SysML so you can easily define your system architecture and interfaces
Easily perform trade studies to identify the most balanced technical solutions among a set of viable solutions
Trace your requirements from inception to implementation and have any changes propagate down to every team

Spend minimal time building your plant models by importing open source physics, mathematics libraries, or using SysID models to you can get insights earlier
Easily ingest data from your database, products already in production, or public sources to increase your testing surface area
Rapidly prototype your system to constrain your design options and gain insights into the key areas of risk and uncertainty

Design your system using an intuitive GUI, and speed up your development using our native system design features ex. system linearization, automatic tuning, etc.
Simulate your system using HPC and visualize your results in Collimator or any 3rd party environment ex. Jupyter Notebooks, Google Colab, Carla, Nvidia, Airsim, etc.
Automatically generate high quality embedded C code to deploy on your target hardware and propagate any changes from your model down to the code with your CI/CD pipeline ex. Jenkins, Github, etc.
Seamlessly collaborate with your team, customers and JDMs as your model is the single source of truth

Run millions of unit, integration, system and acceptance tests concurrently to mitigate bugs and end-user errors before deploying to production
Streamline code inspections and peer review process by allowing your team to read, edit and comment on your design from anywhere at any time

Conduct end-to-end system testing combining your perception, planning, control systems to mitigate bugs and end-user errors before deploying to production
Conduct closed-loop, continuous verification and validation using SIL, MIL, HIL, DIL tests to gain confidence in the system performance
Automatically generate pass/fail reports and store TBs of results for analysis at a later date and help develop DO and ISO certification artifacts

Conduct virtual evaluations of your digital twin to accelerate product understanding and alert in case of any issues
Fully integrate your CI/CD process to ensure that you’re learning, adapting, and continually improving your system