aicas Edge Data Gateway
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The Right Data. Right Place. Right Time.
SELECT WHAT DATA MATTERS
Decide what data is collected, how, and when. Fast and flexible.
DRIVE EFFICIENCY
Use precise edge data to optimize business operations, reduce costs, drive smarter decisions and power Edge AI.
ACROSS SYSTEMS
Uniquely manage data across industries, factories, industrial machines, vehicle lines, sensors, and IoT applications.
- AI-enabling
- Cloud-ready
- Campaign-driven
- Standards-compliant
- Across industries
- Cross-applications
- In realtime
Campaign-driven, Centralized, Selective Edge Data Management
- Add Devices
- Validate Data
- Select Data
- Collect Data
- Visualize Data
New devices are easily added to EDG through Automatic Agent Provisioning, which delivers pre-configured, ready-to-run software agents that auto-connect to EDG.
EDG verifies that the desired signals are available on the targeted devices, preventing misleading data campaigns. This availability check is also essential to EDG’s core concept of self-describing devices.
Select the signals as needed and filter out only the data that matters. Skip the noise, get the signals that count. Reduce costs for data transmission.
Decide what to collect, how, and when. Create custom data campaigns using standards like VSS or OPC UA (coming soon). Thanks to Smart Signal Detection, devices automatically indicate available data.
Visualize remote or live data with built-in dashboards like ThingsBoard or Grafana integrations for immediate and meaningful insights.
Turn Your Data into Business Value
- Reduce transmission / cloud /storage costs. Select and transmit only the data that matters.
- Improve operations with precise, predictive analytics
- Insights from live data to improve operational processes, efficiency, safety
- Smarter decisions on relevant data
- Easy to use – No programming required
- Fast time-to-insight with visual dashboards
- Deploy in minutes – single command deployment
- Fast device integration using common standards and preconfigured software agents
- Scale with confidence: Cloud-first, future-proof, flexible
- Unified platform: Manage data across environments, systems and device types
- Custom data campaigns for flexible selection and modification
Enabling Edge AI
Optimize your edge AI with hiqh-quality data! Deploy and train AI models from cloud to edge!
FLEXIBLE AI Model Training
- Optimize ML Models with selected, precise data (cloud-based model training)
- Access data across the full IoT devices spectrum. Reduce AI algorithm bias and hallucinations.
SECURE AI Deployment
- Deploy and manage AI models on edge devices. Ensuring secure and robust lifecycle management.
- Update and configure software dynamically from features, to apps to AI models
Why EDG? The Differentiators
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Fast Deployment
Available as SaaS or in your preferred cloud—just one command to set up and scale.
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No Custom Code Needed
Everything managed through UI.
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Live Data Monitoring
Realtime Dashboards visualize live data using ThingsBoard, Grafana, or other preferred tools.
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Offline-resilient
Auto-sync when devices reconnect, ensuring no loss of data or instructions.
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Standards Compliant
Built-in support for standards like VSS & OPC UA.
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Intelligent Signal Detection
Devices automatically indicate available signals they can provide.
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Cloud-Native Device Management
Register and monitor devices remotely.
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Automatic Agent Provisioning
On registration, devices get a pre-configured, ready-to-run software agent that auto-connects to EDG.
From Vehicles to Factories:
One Solution for Mobility or Industry, Cloud or Edge
EDG adapts to any environment – whether in mobility or industry, cloud or edge. With built-in support for standards like VSS, it’s collaboration-ready to diverse ecosystems. EDG enables all kind of data-driven use cases that rely on precise edge data.
Industry and IoT
- AI model training
- Supply chain management
- Quality control
- Predictive maintenance
- Energy optimization

Mobility
- Fleet monitoring
- Predictive maintenance
- ADAS and autonomous driving
- Logistics and distribution
- SDV development & testing

EDG’s Campaign-Driven Strategy
Unified Data & Application Management
Combine aicas’ data, app and AI capabilities. Across applications, centralized, cloud-enabled.
aicas Edge App Management (EDP)
Deploy software to your entire environment
aicas Edge Data Management (EDG)
Monitor data across your edge systems
Why EDG? The Differentiators
-
Fast Deployment
Available as SaaS or in your preferred cloud—just one command to set up and scale.
-
No Custom Code Needed
Everything managed through UI.
-
Live Data Monitoring
Realtime Dashboards visualize live data using ThingsBoard, Grafana, or other preferred tools.
-
Offline-resilient
Auto-sync when devices reconnect, ensuring no loss of data or instructions.
-
Standards Compliant
Built-in support for standards like VSS & OPC UA.
-
Intelligent Signal Detection
Devices automatically indicate available signals they can provide.
-
Cloud-Native Device Management
Register and monitor devices remotely.
-
Automatic Agent Provisioning
On registration, devices get a pre-configured, ready-to-run software agent that auto-connects to EDG.
From Vehicles to Factories:
One Solution for Mobility or Industry, Cloud or Edge
EDG adapts to any environment – whether in mobility or industry, cloud or edge. With built-in support for standards like VSS, it’s collaboration-ready to diverse ecosystems. EDG enables all kind of data-driven use cases that rely on precise edge data.
Industry and IoT
- AI model training
- Supply chain management
- Quality control
- Predictive maintenance
- Energy optimization

Mobility
- Fleet monitoring
- Predictive maintenance
- ADAS and autonomous driving
- Logistics and distribution
- SDV development & testing

EDG’s Campaign-Driven Strategy
EDG adapts to any environment – whether in mobility or industry, cloud or edge. With built-in support for standards like VSS, it’s collaboration-ready to diverse ecosystems. EDG enables all kind of data-driven use cases that rely on precise edge data.
Unified Data & Application Management
Combine aicas’ data, app and AI capabilities. Across applications, centralized, cloud-enabled.
aicas Edge App Management (EDP)
Deploy software to your entire environment
aicas Edge Data Management (EDG)
Monitor data across your edge systems
How to get EDG
Deployment Options:
Saas or preferred Cloud
- As-a-Service in an aicas-hosted AWS account
- Installed by aicas in a customer-hosted AWS account
- Components for a deployment by the customer
Pricing Options:
Test Tier
- Unlimited Users, 10 Devices, 10 Campaigns, Limited to 6 Months.
- 100€/Month
- SaaS only.
Enterprise Tier
- Individual pricing
- SaaS or On-premises.
Book your individual Product Demo
Do you want to learn more about managing edge solutions with EDG?
Schedule a demo presentation with one of our Edge team experts!
Book your individual Product Demo
Do you want to learn more about managing edge solutions with EDG?
Schedule a demo presentation with one of our Edge team experts!
Create Value From Data. Start Now!
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Who benefits from EDG?
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Asset and Edge
Device Operators -
Data Operators,
Analysts, and Auditors -
System Administrators
and Platform Operators -
Edge Engineers
and Domain Experts
/ TBD
Boost Your Entire Business With the Power of Data
Access to extracted data strengthens your business in many ways. aicas Edge Data Gateway enables use cases that rely on data from small embedded devices or vehicles. Examples include machine learning, digital twins, supply chain management, fleet monitoring. They all require specific data that can be filtered and aggregated using EDG.
Find out how you can benefit:
SELECT
WHAT DATA
MATTERS
Decide what data is collected,
how, and when. Fast and flexible.
DRIVE
EFFICIENCY
Use precise edge data to optimize
business operations, reduce costs,
drive smarter decisions and power Edge AI.
ACROSS
SYSTEMS
Uniquely manage data across industries,
factories, industrial machines, vehicle lines,
sensors, and IoT applications.
/ Use Case Example
Automotive Live Data Dashboard
WHAT
An automotive OEM wants to integrate, select, and visualize live vehicle data in a dashboard for realtime insights.
HOW
The aicas solution provides seamless access to realtime vehicle system data, such as vehicle diagnostics, sensor readings, and GPS locations. The dashboard analyzes, extracts, and visualizes insights from incoming live data streams. This enables live monitoring of speed, position, battery status, vehicle fault indications, fuel consumption, distance traveled, and much more. The solution provides over 100 configurable graphical widgets and can be used without programming skills.
VALUE
The insights provided by the dashboard enable operational and cost efficiencies as well as improved safety and performance. Decisions, responses, and actions can be taken immediately and cost effectively.
USE CASE DEMOS
Automotive Smart Data Access Demo
At Embedded World 2024 and CES 2024, aicas partnered with AWS, MathWorks, and NXP to present a product demo. It shows the new world of data-driven capabilities easily accessing deep vehicle data.
Live Data Vehicle Dashboard Demo
At the Covesa All Member Meeting 2023, aicas debuted its new demo “Live Data Vehicle Dashboard”.
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No Code Editor
The No Code Editor inside EDG allows users – without any programming knowledge required – to route, process, filter, and aggregate data. The editor comes with a large number of pre-built data operation nodes, but can also be extended with custom-coded new elements. This allows data coming from the edge to be wired to feed the EDG dashboards, trigger notifications and alarms, or provide further value for external consumers, such as an analytics system.
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Data Processing
EDG chains logical blocks that aggregate or filter incoming data. This makes it really easy to select, sort, and filter data. As a result, you have access to exactly the selection of data you need. Based on this valuable information, you can support your data-driven business and application models.
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Data Routing
Once the data is transferred to the cloud, you often need to pass it on to other systems or third-party applications. With EDG, this can be done through an easy-to-use graphical editor without having to write a single line of code.
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Data Visualization
Designing dashboards to visualize data can be done without any technical background. It is just a matter of dragging UI elements into the editor and selecting the data source. No programming is required to create powerful dashboards - quick and easy.
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Integration With Cloud Data Services, e.g., AWS
EDG integrates well with cloud data services, especially AWS IoT services such as FleetWise and Greengrass, to postprocess, aggregate, and visualize the data in user-configured dashboards. As part of the aicas EdgeSuite on the other end, it can control edge agents to easily collect, organize, and send the right data to the cloud.