O'Reilly on Data

OCTOBER 19, 2021

We need robust versioning for data, models, code, and preferably even the internal state of applications—think Git on steroids to answer inevitable questions: What changed? The applications must be integrated to the surrounding business systems so ideas can be tested and validated in the real world in a controlled manner.

IT 364

IT Testing Experimentation Software 364

CIO Business Intelligence

APRIL 30, 2025

At ServiceNow, theyre infusing agentic AI into three core areas: answering customer or employee requests for things like technical support and payroll info; reducing workloads for teams in IT, HR, and customer service; and boosting developer productivity by speeding up coding and testing. For others, integration remains the biggest obstacle.

IT 130

IT Sales Cost-Benefit Data-driven 130

CIO Business Intelligence

NOVEMBER 4, 2022

Our vision for the data lake is that we want to be able to connect every group, from our genetic center through manufacturing through clinical safety and early research. That’s hard to do when you have 30 years of data.” “And some things [Regeneron’s scientists] can only try out in the Google cloud.

Data Lake 124

Data Lake IT Experimentation Data-driven 124

CIO Business Intelligence

SEPTEMBER 25, 2024

Choosing the right model typically requires some testing with the intended use case. But it’s also used by developers adding AI functionality to enterprise workflows, and may include guidelines and stylebooks, sample answers, contextual data, and other information that could improve the quality and accuracy of the response.

Cost-Benefit 143

Cost-Benefit Modeling Enterprise Contextual Data 143

AWS Big Data

APRIL 2, 2024

Without the right metadata and documentation, data consumers overlook valuable datasets relevant to their use case or spend more time going back and forth with data producers to understand the data and its relevance for their use case—or worse, misuse the data for a purpose it was not intended for.

Metadata 111

Metadata Metrics Data-driven Contextual Data 111

bridgei2i

JULY 27, 2021

It was the ultimate test for providers to rapidly help enterprises address the sudden and massive requirement changes brought on by the pandemic,” said Paul Gottsegen, partner and president, ISG Research and Client Experience. The direct outcome led to a tenfold increase in the detection and removal of fraudulent accounts.

Digital Transformation 52

Digital Transformation Contextual Data Machine Learning Statistics 52

CIO Business Intelligence

NOVEMBER 18, 2022

The journey a patient takes through the healthcare system can span years and touch multiple providers, from primary care to specialists, test labs, medical imaging, and pharmacies.

Insurance 75

Insurance Contextual Data Testing Unstructured Data 75