Business value of autonomous systems

Autonomous systems can make industrial control solutions more adaptable to changing environments, tackle complex processes, and combine human and machine intelligence.

Maximise throughput

Dynamically adapt to multiple and changing optimisation goals to maximise the throughput of many processes.

Reduce operation costs

Reduce operation costs by improving process efficiency and reducing machine downtime through autonomous machine calibration and optimisation.

Enable new levels of automation

Intelligent control systems can tackle industrial processes that were previously too dynamic and complex to automate.

Manage resources efficiently

Make your people more efficient and your industrial processes more sustainable.

Build intelligent industrial control systems

Program your unique expertise into AI models that deliver impactful results for industrial applications.

Explore use cases

Discover examples related to your industry and learn how autonomous systems can impact your operations and processes by leveraging your subject matter expertise.

Put autonomy to work (PDF)
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Business problem

Machine calibration was a manual, time intensive process, often performed by an out-of-town expert, which required machine downtime.

Current limitations

A manual process requiring expert human operators averaging 20–25 iterative steps over 2+ hours.

Bonsai solution

Achieved 2 micron precision at an average of 4–5 iterative steps over 13 seconds. System achieved superhuman precision (<1 micron) in ~10 iterative steps.

Business problem

Silicon epitaxy is grown in thermal reactors, which must be tightly controlled for uniform heating

Different phases of the process require different heat lamp settings to maintain optimal conditions in the reactor (called a recipe).

Current limitations

PID controller provides error correction in order to manage consistent temperature. PID singularly focused on heat distribution and doesn’t consider optimisation goals of speed or energy use.

Bonsai solution

Minimised time and cost of growing wafer substrate above a target quality consistency.

Microsoft partners in autonomous systems

Our system integration consulting partners can tailor our autonomous systems technology to your specific industry and use case.

More resources for autonomous systems

Bring autonomy to your use case

Ready to bring intelligence and autonomy to your industrial control systems? Our Project Bonsai team will help you determine how autonomous systems will power your business.

Contact us