Connect Amazon Web Services (AWS) to DataRobot
Trigger an automatic workflow in DataRobot the moment something happens in Amazon Web Services (AWS). Commercient Pulse handles the handoff in real time.
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Most popular Amazon Web Services (AWS) + DataRobot Pulses
When a resource is deprovisioned in Amazon Web Services (AWS), Pulse automatically stores the Prediction in DataRobot.
When a new resource is provisioned in Amazon Web Services (AWS), Pulse automatically stores the Prediction in DataRobot.
When a billing threshold is hit in Amazon Web Services (AWS), Pulse automatically stores the Prediction in DataRobot.
When a model's accuracy drifts in DataRobot, Pulse automatically logs the Resource Event in Amazon Web Services (AWS).
When a batch scoring job finishes in DataRobot, Pulse automatically logs the Resource Event in Amazon Web Services (AWS).
When a model prediction job completes in DataRobot, Pulse automatically logs the Resource Event in Amazon Web Services (AWS).
*Pulses may vary based on your platform specifications
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With Commercient, you can automate everything from a single webhook trigger to complex, multi-system event flows.
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About Amazon Web Services (AWS)
Amazon Web Services (AWS) is a cloud infrastructure platform used for hosting, storage and computing.
About DataRobot
DataRobot is an AI platform used to build and run machine learning and generative AI applications.
Frequently asked questions (FAQs)
A Pulse workflow starts from a specific event in Amazon Web Services (AWS), such as a service health alert fires, and runs a single defined action in DataRobot each time that event fires. Exact triggers and actions are configured per workflow.
Yes. Pulse listens for the event in Amazon Web Services (AWS) and pushes the update to DataRobot as soon as it happens, rather than waiting for a scheduled batch sync. Typical delivery is near-instant, depending on the source platform's webhook or event support.
Yes, though it runs as a separate one-way workflow in the other direction. Commercient can set up a second Pulse trigger so that when a model prediction job completes in DataRobot, the update flows back into Amazon Web Services (AWS) automatically.
Pulse workflows are event-driven, so they react as soon as Amazon Web Services (AWS) emits the triggering event. Reaction time is typically within seconds, depending on how quickly Amazon Web Services (AWS) delivers the event.
No. Pulse workflows are configured, not coded. Commercient sets up the trigger in Amazon Web Services (AWS) and the matching action in DataRobot for you, so no in-house development work is required.