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Edge AI empowered by aicas

Move Faster to Production

New AI models are being developed for Edge AI and Physical AI use cases at rapid speed. Making them perform well in edge operations with bandwidth, latency, and compute challenges everywhere is another story. Not to mention that AI models require the best data to be trustworthy.

New AI models are being developed for Edge AI and Physical AI use cases at rapid speed. Making them perform well in edge operations with bandwidth, latency, and compute challenges everywhere is another story. Not to mention that AI models require the best data to be trustworthy.


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aicas EdgeSuite - Turn Your AI Project into Reality Faster

aicas enables the reliable deployment of Edge AI within existing physical infrastructures, helping organizations gain market presence more quickly. The aicas EdgeSuite provides a unified AI DevOps platform for testing, deploying, and operating Edge AI in embedded systems.

On top of that, EdgeSuite offers to integrate with leading AI tools from OpenAI, Anthropic, Amazon, and Meta through a MCP interface. The aicas AI Agent, integrated or complementary to the aicas EdgeSuite, provides the additional state-of-the art comfort and usability that users expect today.


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4 Steps to Get Your AI Use Case Production Ready

Connect & Capture

Connect edge devices and fleets. Select device signals for high-quality operational data. EdgeSuite works seamlessly with MQTT, CoAP, OPC UA, HTTP/REST, and other protocols.

Train & Test

Train and test Edge AI models with prioritized live data. Use the EdgeSuite as a pre-production sandbox.

Deploy & Run

Deploy AI models into heterogenous target edge infrastructures. Monitor and learn with realtime insights from system inference on device fleets using the integrated dashboard and feeds.

Improve & Update

Continuously monitor, train, and update AI models. Use aicas’ integrated software management tools or Docker-based platforms and more.


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Take a look at the automotive AI workflow
with aicas EdgeSuite.

What’s in it for You

40+ % faster time-to-solution with lean engineering

Improved model quality with better training data

Shorter AI model validation cycles

Faster time-to-market for customer AI pilots

Why Work with aicas

For 25 years, customers have relied on the uncompromised quality of aicas’ products in edge-to-cloud software solutions. Serving Fortune 500 companies, partners, and segment leaders in automotive, mobility, industrial, and A&D segments.

Close to 35 million devices in operation

Proven in safety-critical and realtime system

Partnerships with AWS, NXP, Qualcomm, BlackBerry QNX, and others

Get Started with aicas EdgeSuite!


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What You Get With aicas EdgeSuite

If you are thinking about prototyping your AI application

Easy device setup and management using web interface

Targeted data collection via filtering from signals

Automated deployment and testing in sandbox

User-friendly setup of simulation systems

If you are ready to run AI DevOps processes in production at scale

Full automation loop to run AI models on edge fleets

Full control over the software deployed, inlcuding debugging tools

Remote data management, data ontology available on- / off-air

Live inference and performance monitoring via dashboards and feeds


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Explore the aicas EdgeSuite
to Get Your AI Use Case Up and Running

EdgeSuite with integrated AI assistant

Inference monitoring with aicas EdgeSuite to identify road conditions

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