Remove Metrics Remove Reporting Remove Uncertainty
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You Can’t Regulate What You Don’t Understand

O'Reilly on Data

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. If every company had a different way of reporting its finances, it would be impossible to regulate them. There is no simple way to solve the alignment problem.

Metrics 354
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The Lean Analytics Cycle: Metrics > Hypothesis > Experiment > Act

Occam's Razor

To win in business you need to follow this process: Metrics > Hypothesis > Experiment > Act. We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. That metric is tied to a KPI.

Metrics 157
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AI Product Management After Deployment

O'Reilly on Data

To support verification in these areas, a product manager must first ensure that the AI system is capable of reporting back to the product team about its performance and usefulness over time. The simplest case of model monitoring is to compute key performance metrics (related to both model fit and inference accuracy) regularly.

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Save Time and Reduce Errors in Your PeopleSoft Reporting

Jet Global

Financial reporting requires a significant amount of time, attention, and input to prepare reports that offer valuable analysis and deep insight into enterprise performance. Rather, these issues are evidence of a financial reporting process that’s producing untrustworthy information and eating extra time along the way.

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3 ways to avoid the generative AI ROI doom loop

CIO Business Intelligence

At least as it was reported, it comes across sounding like a flip dismissal of what genAI might have to offer. Make ‘soft metrics’ matter Imagine an experienced manager with an “open door policy.” Meaningful improvement is likely to include some quantifiable metrics like time savings or employee satisfaction.

ROI 72
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Self-Service Reporting for a Remote Staff: How and Why

Jet Global

As companies grapple with economic shutdowns, plummeting revenues, market instability, and economic uncertainty now and into the foreseeable future, they need financial insights more than ever before. Reporting has always been necessary, but now it’s paramount. Self-service reporting looks like the obvious solution.

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How CIOs can be pillars of stability in an uncertain world

CIO Business Intelligence

Several economists, a bank president, and a couple of reporters walk into a bar. The economists lament, “ A thick fog of uncertainty still surrounds us.” The reporters keen about “ gut-churning feelings of helplessness ” and “a world of confusion.” Uncertainty is our jam.” After all, uncertainty is the one certainty.