DataRobot

JUNE 1, 2021

Industries such as banking and credit, insurance, healthcare and biomedicine, hiring and employment, and housing are often tightly regulated. Recognizing and admitting uncertainty is a major step in establishing trust. Like a weather forecast, AI predictions are inherently probabilistic. Meeting Regulatory Expectations.

Uncertainty 52

Uncertainty Machine Learning Advertising Risk 52

The Unofficial Google Data Science Blog

JULY 11, 2017

Forecasting (e.g. Time series data are having something of a moment in the tech blogs right now, with Facebook announcing their "Prophet" system for time series forecasting (Taylor and Letham 2017), and Google posting about its forecasting system in this blog (Tassone and Rohani 2017).

Forecasting 64

Forecasting Statistics Modeling Software 64

Domino Data Lab

JUNE 2, 2019

Clearly, when we work with data and machine learning, we’re swimming in those waters of decision-making under uncertainty. To do this, first review quantitative decisions being made by staff – for example, settlement prices quoted by insurance claims adjusters. Measure how these decisions vary across your population.

Data Science 110

Data Science Data-driven Machine Learning Modeling 110

Jet Global

JANUARY 31, 2022

In most companies, planning, budgeting, and forecasting processes are fairly well-established, but just because you’ve always done things a certain way doesn’t mean you can’t improve them. That, in turn, helps leaders to plan effectively for a range of circumstances, allowing for greater flexibility to accommodate uncertainty.

Forecasting 52

Forecasting Recreation/Entertainment Finance Cost-Benefit 52

Jet Global

FEBRUARY 2, 2023

Due to the Infrastructure Investment and Jobs Act of 2022 in the United States, nonresidential construction is expected to continue expanding despite expected uncertainty in 2023. The Construction Products Association’s (CPA) Autumn Forecast predicts the construction market in the UK will fall by 3.9% trillion worldwide by 2030.

Uncertainty 52

Uncertainty KPI Reporting Measurement 52

Jet Global

OCTOBER 18, 2021

Factory shutdowns, shipping bottlenecks, and shortages of raw materials have led to substantial uncertainty for businesses seeking to address the vicissitudes of supply-side availability. The “What” and “Why” of Demand Planning and Forecasting. Demand forecasting is about predicting potential spikes or troughs in demand.

Forecasting 52

Forecasting Recreation/Entertainment Sales Finance 52

Jet Global

JULY 14, 2022

Cash Flow Forecast. Your cash flow forecast, the ultimate goal of cash flow planning, represents cash flow for your company in a given future time period, usually 12 months. You have several ways to forecast your cash flow, which benefits your business so you can be ready for difficulties ahead when they actually happen.

Finance 52

Finance Cost-Benefit Measurement Sales 52

Jet Global

NOVEMBER 16, 2021

It means that a large portion of assets are financed by debt, which implies a higher rate of return for the owners but creates uncertainty around returns to shareholders. A high financial leverage ratio means more money is owned outside of the firm.

Metrics 84

Metrics Reporting Key Performance Indicator KPI 84

Jet Global

OCTOBER 4, 2021

In a fast-moving world where virtually every business is struggling to meet customer demand amid supply-chain uncertainty, rapid delivery times are more important than ever. If a large number of returns came about due to a defective product, then you may have some serious quality issues. #8. On-Time Delivery.

Management 96

Management KPI Metrics Recreation/Entertainment 96

Jet Global

APRIL 29, 2021

It calls for a fixed annual budget with rigid forecasts and sales targets, well-defined capital investment and cash flow plans, and very little variation. As we re-examine and reinvent those processes, the need for more effective financial forecasting methods and financial forecasting tools is clearer than ever.

Forecasting 52

Forecasting Recreation/Entertainment Finance Software 52

Jet Global

APRIL 30, 2021

That’s encouraging for finance leaders who want their teams to be involved in value-adding activities like detailed forecasting, competitor analysis, and advising business units on strategies to maximize revenue and profitability.

Finance 98

Finance Recreation/Entertainment Reporting Software 98

Jet Global

NOVEMBER 10, 2021

It began with the arrival on scene of a pandemic, but has since been followed by ongoing supply chain uncertainty, price volatility, and disruption to the workforce. Change is inevitable, and budgeting methodologies that can easily accommodate variability can be an asset during times of particular uncertainty.

Enterprise 52

Enterprise Recreation/Entertainment Finance Reporting 52

Jet Global

JANUARY 31, 2022

As a result, sub-trends such as real-time reporting, robotics and AI, more regular forecasting, and self-service reporting via dashboards, have all gathered pace. Unstable supply chains and uncertainty about future domestic tax rates have added to the challenges faced by transfer pricing teams in recent times.

Finance 52

Finance Technology Recreation/Entertainment Reporting 52

Jet Global

NOVEMBER 23, 2021

Near Real-Time Data Integration with Your Systems and Built-in Forecasting Modules. Near real-time reporting and built-in forecasting also enables your CFO to create reliable projections in moments. This helps to reduce uncertainty when planning in such a volatile business environment.

Slice and Dice 52

Slice and Dice Recreation/Entertainment Reporting Finance 52

Jet Global

DECEMBER 22, 2021

This may be the result of fairly predictable seasonal changes, uncertainty with respect to future sales volumes, or potential disruptions that could impact the business. In many industries, like construction and hospitality, companies must be capable of scaling up or down quickly.

Recreation/Entertainment 52

Recreation/Entertainment Finance Software Reporting 52