Connect DataRobot to Microsoft Cognitive Services
Trigger an automatic workflow in Microsoft Cognitive Services the moment something happens in DataRobot. Commercient Pulse handles the handoff in real time.
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Most popular DataRobot + Microsoft Cognitive Services Pulses
When a model's accuracy drifts in DataRobot, Pulse automatically stores the Model Response in Microsoft Cognitive Services.
When a batch scoring job finishes in DataRobot, Pulse automatically stores the Model Response in Microsoft Cognitive Services.
When a model prediction job completes in DataRobot, Pulse automatically stores the Model Response in Microsoft Cognitive Services.
When a speech transcription finishes in Microsoft Cognitive Services, Pulse automatically stores the Prediction in DataRobot.
When a text analytics job completes in Microsoft Cognitive Services, Pulse automatically stores the Prediction in DataRobot.
When a usage threshold is reached in Microsoft Cognitive Services, Pulse automatically stores the Prediction in DataRobot.
*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 DataRobot
DataRobot is an AI platform used to build and run machine learning and generative AI applications.
About Microsoft Cognitive Services
Microsoft Cognitive Services 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 DataRobot, such as a new model is deployed, and runs a single defined action in Microsoft Cognitive Services each time that event fires. Exact triggers and actions are configured per workflow.
Yes. Pulse listens for the event in DataRobot and pushes the update to Microsoft Cognitive Services 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 usage threshold is reached in Microsoft Cognitive Services, the update flows back into DataRobot automatically.
Pulse workflows are event-driven, so they react as soon as DataRobot emits the triggering event. Reaction time is typically within seconds, depending on how quickly DataRobot delivers the event.
No. Pulse workflows are configured, not coded. Commercient sets up the trigger in DataRobot and the matching action in Microsoft Cognitive Services for you, so no in-house development work is required.