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ARTIFICIAL INTELLIGENCE

Our team of AI experts focuses on embedded systems, quantitative analysis, predictive maintenance, process optimization, computer vision, and IoT. We deliver cutting-edge solutions across multiple sectors to enhance efficiency and productivity using machine learning, deep learning, and natural language processing.

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Topics

Brainstorming Sitzung

Unsure which business processes can be optimized with AI? Lack of alignment between IT, management, and specialized departments? Need a clear strategy for Machine Learning and Generative AI?​

Do you know exactly where to start your AI journey?

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Do you need to process sensitive production data without it leaving the factory? Are high data transmission costs eating into your budget? Do you require reliable operation even in areas with unstable connectivity?

Do you need instant decisions directly at the machine level?

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Still reacting to machine failures instead of predicting them? do you struggle to integrate data from different machine and software providers? Are emergency repairs and high spare part consumption driving up your costs?

Is unplanned downtime costing you time and money?

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Do you have a defined timeline and budget for your AI rollout? Are your use cases prioritized based on clear ROI calculations? Do you struggle to align technical possibilities with business goals?

Do you have a resilient strategy to turn AI into real value?

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Are you looking to automate inspection, logistics, or surveillance tasks? Do you struggle to make cameras and sensors work together for reliable navigation? Do your machines need to operate safely even without GPS or in harsh environments?

Do you want to automate complex tasks with independent robots or drones?

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Do employees struggle to find the right information quickly? Are manual reports and data entry consuming valuable time? Is critical know-how locked in documents or individual experts?

Are your knowledge-heavy processes slowing down daily operations?

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Our AI Solutions

Brainstorming Sitzung

AI Discovery Workshop

•    Structured Collaborative Workshops
•    Tailored Machine Learning & GenAI Strategies
•    From Ideation to Proof of Concept Planning

Your Benefits

•    Bridge the Gap Between Technical Feasibility and Business Value
•    Discover Concrete, High-Impact AI Use Cases for Your Specific Industry
•    Align Business Goals with IT Capabilities for Seamless Implementation
•    Gain Actionable Knowledge and a Clear Path Forward

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Predictive Maintenance & Industrial AI

•    Monitor Machine Health in Real-Time
•    Detect Unusual Behavior and Send Early Warnings
•    Integrate Alerts directly into your Shop Floor Devices

Your Benefits

•    Works with Any Machine Vendor without Expensive Hardware Replacement
•    Transparent, Auditable Methods instead of "Black-Box" Decisions
•    Highest Security Standards via On-Premise or Swiss Cloud Hosting
•    Modular Scalability: Integrate New Machine Types in Days, Not Months

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Autonomous Systems Development

•    Develop Smart Navigation and Control Systems
•    Integrate Sensors (Cameras, LiDAR, GPS) and Test in Simulation
•    Implement on Secure Hardware for Reliable Operation

Your Benefits

•    Works with Any Platform: Drones, Robots, or Vehicles
•    Reliable Operation even without GPS or in Difficult Conditions
•    Built-in Safety Logic and Emergency Modes for Secure Decisions
•    Modular Design allows for Quick Adjustments and Expansions

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Embedded AI

•    Run AI Directly on Microcontrollers, Gateways, or Industrial Devices ot Wearables
•    Process Data Locally in Real-Time (Edge Computing)
•    Secure and Robust Networking for IoT Devices

Your Benefits

•    Zero Latency: Decisions happen instantly at the source
•    100% Data Privacy: Sensitive information stays on the device
•    Cloud Independence: Full functionality even completely offline
•    Low Power: Optimized for battery-operated sensors and hardware

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AI & Data Strategy

•    Assess Data Maturity and Identify High-Impact Use Cases
•    Develop a Clear Roadmap with Budget, Timeline, and ROI
•    Align AI Initiatives with Corporate Goals and Compliance

Your Benefits

•    Avoid Costly Experiments by Focusing on Proven Industrial Value
•    Reduce Risk with a Solid Plan Based on Technical and Business Expertise
•    Ensure Full Compliance with Data Privacy and Regulatory Standards
•    Accelerate Implementation through Clear Priorities and Team Buy-In

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LLM Workfows & Automations

•    LLM-powered Knowledge and Process Automation
•    Context-aware Assistants Integrated into ERP and MES
•    Automated Workflows Triggered by Real-time Information

Your Benefits

•    Faster Access to Company-Specific Knowledge
•    Reduced Manual Effort Through Intelligent Automation
•    Early Detection of Issues Before They Escalate
•    Preservation and Scalable Use of Expert Knowledge

Manufacturing Quality Control
Data Architectures
Large Language Models
App Orchid
Machine Learning Project
AI and Data Strategy

Our AI Services

•    Structured Collaborative Workshops
•    Tailored Machine Learning & GenAI Strategies
•    From Ideation to Proof of Concept Planning

•    Monitor Machine Health in Real-Time
•    Detect Unusual Behavior and Send Early Warnings
•    Integrate Alerts directly into your Shop Floor Devices

•    Develop Smart Navigation and Control Systems
•    Integrate Sensors (Cameras, LiDAR, GPS) and Test in Simulation
•    Implement on Secure Hardware for Reliable Operation

•    LLM-powered Knowledge and Process Automation
•    Context-aware Assistants Integrated into ERP and MES
•    Automated Workflows Triggered by Real-time Information

AI Team

As we transform the world one industry at a time, our AI Competence Center bridges the gap between cutting-edge technology and practical implementation. We empower businesses with AI-driven solutions and consistently deliver impactful results in real-world applications.

Alessandro Chiruzzi

Chief Competence Center Artificial Intelligence

ai@cross-ing.ch

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Alessandro Chiruzzi
Chief Competence Center AI

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Martina
Competence Center Member

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Tobias
Competence Center Member

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Ivan
Competence Center Member

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Michael
Competence Center Member

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Marc
Competence Center Member

AI Whitepapers

PREDICTIVE MAINTENANCE

Autoencoder-Driven Acoustic Monitoring 

AI News

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