Agents, alarms and workflows

AI workflows that understand time series: Proactive insights and alerts – directly from your sensor data.

From remaining service life prediction to drift detection.

The hetida platform turns raw data into forward-looking decisions in close cooperation with the hetida designer.

AI workflows that think into your processes - not just react, but predict

Sensor data is more than just a column of numbers: They are the DNA of your systems. The AI workflows of the hetida platform analyze time series and recognize patterns that remain hidden to the human eye – without interruption 24/7!

Remaining service life forecast

Plan maintenance before breakdowns occur – based on historical data. Increase your efficiency and avoid production downtime.

Simple linear regression for a simple remaining service life prediction of components.

Anomaly detection

Recognize deviations immediately – whether sudden voltage peaks or gradual temperature changes.

Anomaly detection of a rainwater treatment system. In this case, the “storage chamber level” sensor has failed due to a technical defect.

Sensor drift compensation

Recognize when sensors become inaccurate and recalibrate them. Avoid expensive measurement errors!

Quality deviations in production cycles

Correlate sensor data (e.g. vibration, pressure) with measured quality values to make faulty batches predictable. Stop your production without producing rejects.

Energy consumption optimization

Solve the challenge of rising energy costs now and let AI control your load profiles efficiently!

Highly simplified energy consumption optimization for controlling the pump capacity of an elevated tank.

These and many other prepared AI workflows can be integrated directly from hetida designer into the hetida platform.

Still not enough? Create AI workflows in hetida designer - as flexible as your ideas

With the integrated hetida designer, the hetida platform becomes an AI workbench: use our predefined workflows for your use cases or develop your own models – without any system breaks.

Library of possibilities

Access hundreds of documented workflows that are ready to use. From random forests for anomaly detection to LSTM meshes for forecasting, the workflows of your choice are just a click away.

Configuration of a hetida designer workflow. In this case, the jump detection becomes “active” and marks the measured values as invalid.

Python in the browser - code meets low-code

Customize workflows or build completely new solutions with the fully integrated Python data science stack. The interactive interface offers full flexibility – with code suggestions, debugging help and direct integration into the platform.

hetida designer component editor. Create your own workflow components for the platform.

Deploy with one click

Integrate ready-made workflows directly into the hierarchy of your assets, dashboards or virtual channels at runtime. Without time-consuming deployment and long waiting times.

Provision of a hetida designer workflow for use by hetida platform.

Use metadata from your channels or sensor data from your asset hierarchy as input for the hetida designer and integrate the results as output directly into dashboards or trigger alarms for your users.

How AI becomes an expandable component of your IoT strategy

Data scientists code Python, users use low-code components – everyone works in the same ecosystem. The hetida platform combines workflow design and execution.

Generate alerts for your cases that arrive where you can act. The best analysis is useless if it collects dust in the dashboard. That’s why AI workflows proactively forward alerts to the right places.

E-mail & SMS alerts

… for critical events that require immediate intervention.

Push notifications in the browser

… directly on your cell phone or at your workplace.

Dashboard panels

… visually highlight AI results – from traffic light systems to forecast curves.

Everything is configurable without a single line of code directly in the hetida platform.

AI-meets-reality: virtual channels automate your expertise

Virtual channels are your digital assistants

Configure AI workflows once and the hetida platform continuously calculates forecasts, efficiency indicators or anomaly alerts. Display these insights directly in the hierarchical dashboards – whether at the level of a single machine or entire sites.

Low-code meets high-tech

AI has never been this easy

Drag & Drop workflows

Define thresholds, logics and alarm routes using intuitive building blocks. Configure alarms directly in the asset hierarchy of your channels or within your dashboards.

Configuration of a virtual channel in the Explorer. Here: Determination of the dayahead electricity price forecast for the next 2 days. Execution takes place every hour.

Why is
revolutionary?

The hetida platform combines powerful AI workflows with hierarchy-based dashboarding and asset tracking. The hetida platform proactively reports: “Something could break here – and this is how you prevent it.”

Turn sensor data into silent heroes: invisible in the background, indispensable for your success. Start your AI transformation – as intuitively as you imagine.

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