IBM buys Databand to keep bad data from tainting your AI

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IBM buys Databand to keep bad data from tainting your AI
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Upstart promises to tackle that old adage: Garbage in, garbage out

“With the addition of Databand, IBM offers the most comprehensive set of observability capabilities for IT across applications, data, and machine learning,” Daniel Hernandez, GM for Data and AI at Big Blue, said in a canned statement.

Databand’s observability suite — which integrates with more than two dozen software platforms, including the major cloud providers, database services, and data analytics platforms — slots in alongside IBM’s Watson Studio data science suite, and its Instana application performance monitoring platform.

IBM acquired Instana in late 2020, with a similar goal of improving the recommendations offered by its Watson AI suite. While Instana targeted application discovery and monitoring for workloads running across multiple cloud and on-premises environments, Databand is designed to make sure that data stays intact.

Once deployed, Databand searches for anomalous patterns in data streams and alerts engineers if any are found. Meanwhile, Instana provides customers a means to identify the source of that erroneous data and accelerate remediation of those services.While neither party disclosed the terms of the deal, IBM said it would retain all Databand employees and continue offering the service both as a subscription-based on-prem deployment or as a software-as-a-service application.

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