Contextual Data Dashboards Deep Learning 
O'Reilly on Data
OCTOBER 19, 2021
If you ask an engineer to show how they operate the application in production, they will likely show containers and operational dashboards—not unlike any other software service. This introduces further requirements: The scale of operations is often two orders of magnitude larger than in the earlier data-centric environments.
CIO Business Intelligence
SEPTEMBER 7, 2022
The second layer, Data Hub, can ingest data from a variety of sources including on-farm devices, drones, IoT devices and satellites. Agriculture businesses and farmers can use the hub to access structured and contextualized data from various sources for correlation and analysis at scale, the company said.
CIO Business Intelligence
MAY 6, 2025
Too often, organizations conflate dashboards with intelligence. These are your standard reports and dashboard visualizations of historical data showing sales last quarter, NPS trends, operational thoughts or marketing campaign performance. The new analytics mandate is descriptive, predictive and prescriptive in context.
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