DataRobot Blog

DECEMBER 15, 2022

AI-powered Time Series Forecasting may be the most powerful aspect of machine learning available today. Working from datasets you already have, a Time Series Forecasting model can help you better understand seasonality and cyclical behavior and make future-facing decisions, such as reducing inventory or staff planning.

Forecasting 81

Forecasting Modeling ROI Machine Learning 81

CIO Business Intelligence

MARCH 11, 2025

The virtual event also featured demos of EXL Code Harbor , a generative AI-powered code migration tool, and EXLs Insurance Large Language Model (LLM) , a purpose-built solution to the industrys challenges around claims adjudication and underwriting. That is really a fascinating twist in how we think about data.

Enterprise 108

Enterprise Insurance Forecasting Optimization 108

Jet Global

JULY 11, 2019

One of those areas is called predictive analytics, where companies extract information from existing data to determine buying patterns and forecast future trends. This technology is being used in every industry, from banking to retail to determine customer responses or purchases, forecast inventory, manage resources, and even detect fraud.

Business Intelligence 72

Business Intelligence Forecasting Predictive Analytics Data Warehouse 72

DataRobot Blog

DECEMBER 6, 2022

Forecast Time Series at Scale with Google BigQuery and DataRobot. New forecasting features and an improved DataRobot integration with Google BigQuery help data scientists build models with greater speed, accuracy, and confidence. Create granular forecasts across a high volume of Time Series models without so much of the manual work.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

DataRobot

OCTOBER 18, 2021

There is a wealth of research showing again and again that evidence-based algorithms are more accurate than forecasts made by humans. People are much more likely to choose to use human rather than algorithmic forecasts once they have seen an algorithm perform and learned it is imperfect. Humans and AI Best Practices.

Forecasting 145

Forecasting Digital Transformation Cost-Benefit Data-driven 145

DataRobot

APRIL 26, 2021

Demand forecasting is a common Time Series use case in DataRobot. Using historical sales data, together with data related to product features, calendar of events, and economic indicators, we can produce forecasts of future demand. To improve the performance of such demand forecasting models, we can use several modeling techniques.

Forecasting 59

Forecasting Sales Data-driven Modeling 59

DataRobot Blog

OCTOBER 4, 2022

This has prompted AI/ML model owners to retrain their legacy models using data from the post-COVID era, while adapting to continually fluctuating market trends and thinking creatively about forecasting. Unlocking New Business Opportunities with AI Forecasting. What’s Under the Hood of AI-Driven Forecasting? The Dataset.

Forecasting 59

Forecasting Sales Data-driven Modeling 59

Jet Global

NOVEMBER 20, 2020

Supply chain forecasting and planning have evolved over the years into an impressive discipline that creates efficiencies and helps companies deliver their product to the right customer at the right time at a reasonable cost. Demand forecasting obviously drives much of the process. A New Set of Decision Variables.

Forecasting 59

Forecasting Recreation/Entertainment Sales Finance 59

DataRobot Blog

NOVEMBER 3, 2022

Recently, new forecasting features and an improved integration with Google BigQuery have empowered data scientists to build models with greater speed, accuracy, and confidence. Forecasting is an important part of making decisions every single day. Forecasting demand, turnover, and cash flow are critical to keeping the lights on.

Forecasting 52

Forecasting Sales Modeling Data-driven 52

DataRobot Blog

OCTOBER 18, 2022

The DataRobot expo booth at the 2022 conference showcased our AI Cloud platform with industry-specific demonstrations including Anti-Money Laundering for Financial Services , Predictive Maintenance for Manufacturing and Sales Forecasting for Retail. Request a Demo. Accelerating Value-Realization with Industry Specific Use Cases.

Big Data 96

Big Data Forecasting Machine Learning Experimentation 96

Jet Global

DECEMBER 21, 2020

Not only have tax teams had to adapt to these changes operationally, but also update their strategic plans and forecasts based on the many potential “what-if” scenarios that could materialize in the future. Reshaping Future Growth: Top Tips on How to Manage Tax Forecasts. What to Include in Your Tax Provision Checklist.

Forecasting 103

Forecasting Data Processing Finance Reporting 103

DataRobot

JUNE 24, 2021

Today, the two organizations are excited to announce that they have partnered together to tackle one of the most complex challenges that retailers face: demand forecasting. DataRobot and Palantir have teamed up to take these issues head on with their Demand Forecasting solution. Find Out More.

Forecasting 52

Forecasting Machine Learning Modeling Dashboards 52

Jet Global

JANUARY 4, 2021

Planners began to integrate functional and departmental plans into their own forecasts. As volatility in pricing, sales, and trade flows spiked around the world, financial planners bore witness to their forecasts going out of date at an alarming pace. Request a demo of Tidemark today. Speed was one of the main qualities tested.

Forecasting 98

Forecasting Finance Testing Sales 98

DataRobot

OCTOBER 15, 2021

AI is critical to the modernization of America’s energy grid for the 21st century to accurately forecast demand, increase efficiency in power generation, lighten the load on fossil fuel sourcing, and reduce transmission strain through underpowered circuits. Request a demo. Conclusion. AI for Cybersecurity.

Forecasting 93

Forecasting Data-driven Predictive Modeling Modeling 93

DataRobot

DECEMBER 16, 2021

Use DataRobot’s AutoML and AutoTS to tackle various data science problems such as classification, forecasting, and regression. Watch a demo recording , access documentation , and contact our team to request a demo. Request a Demo. Take advantage of DataRobot’s wide range of options for experimentation.

Unstructured Data 98

Unstructured Data Experimentation Deep Learning Modeling 98

Jet Global

OCTOBER 1, 2019

One of those areas is called predictive analytics, where companies extract information from existing data to determine buying patterns and forecast future trends. This technology is being used in every industry, from banking to retail to determine customer responses or purchases, forecast inventory, manage resources, and even detect fraud.

Business Intelligence 40

Business Intelligence Forecasting Predictive Analytics Data Warehouse 40

AWS Big Data

MARCH 29, 2024

The skewness metrics of the job multistage-demo showed 9.53, which is significantly higher than others. For now, let’s filter with the job name multistage-demo. Publish the QuickSight dashboard When the analysis is ready, complete the following steps to publish the dashboard: Choose PUBLISH. Let’s drill down into details.

Metrics 128

Metrics Visualization Dashboards Publishing 128

CIO Business Intelligence

JANUARY 22, 2024

There’s a lot more weather data available that a professional meteorologist (especially one armed with software designed for analyzing weather data) could use to make detailed forecasts for anywhere from an hour to five days out. Experience it first-hand with a guided demo. Artificial Intelligence

Forecasting 119

Forecasting Software Metrics Enterprise 119

Jet Global

MARCH 19, 2021

To keep a closer eye on the state of the business, many leaders in the real-estate sector are looking to shrink their budgeting and planning cycles, or even moving to continuous planning and rolling forecasts. Such approaches are gaining popularity as economic uncertainty and volatility are prevalent.

Management 98

Management Forecasting Finance Reporting 98

Jet Global

NOVEMBER 11, 2020

The extreme market volatility over the past 12 months has likely led to organizations grappling with KPIs that are continuously off track from the forecasts in their financial and tax plans. Companies that do not regularly check their profitability actuals against target forecasts often find variances when it’s too late.

Forecasting 98

Forecasting Finance Marketing Software 98

Jet Global

FEBRUARY 2, 2021

Forecasting and planning have taken on much greater importance than ever before. The planning and forecasting tools provided with most ERP systems provide limited flexibility, and typically require a considerable amount of manual effort. Over time, the process that has historically been known as budgeting and forecasting has evolved.

Forecasting 96

Forecasting Finance Uncertainty Dashboards 96

Cloudera

APRIL 9, 2021

Specifically, we’ll focus on training Machine Learning (ML) models to forecast ECC part production demand across all of its factories. Now that we have the high-level benefits of CML covered, let’s focus on the Electric Car Company use case of parts demand forecasting and start by adding a bit more color. Security & Governance.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

Jedox

JANUARY 29, 2019

In today’s organizations, the role of financial controlling or FP&A is not only to provide financial insights so business partners can make better decisions, but it is also to lead the way towards a more mature use of analytics technology including predictive analytics for sales forecasting. Predictive Analytics for Sales Forecasting.

Predictive Analytics 41

Predictive Analytics Forecasting Sales Analytics 41

Jet Global

MAY 21, 2020

Projected student enrollment, grade performance, alumni donations, and scholarships can influence the forecast for the fiscal year’s budget. Shrink budget and planning cycles by integrating budgeting, forecasting, and planning data with your ERP actuals in real-time. Get a personalized demo. . Today’s Budget Planning Challenge.

Finance 98

Finance KPI Forecasting Data-driven 98

IBM Big Data Hub

SEPTEMBER 6, 2023

Obsolete data and financial projections A budget, at its core, is a financial forecast. To navigate the Budgeting Paradox, organizations are leaning towards more agile budgeting models like rolling forecasts and zero-based budgeting with other strategies, such as integrated business planning.

Forecasting 82

Forecasting Marketing Sales Risk 82

CIO Business Intelligence

DECEMBER 6, 2022

In addition to the basics — the onboarding of suppliers, processing of invoices, and creating purchase orders already being done in Excel and Word — he needed something that could perform other important functions on his list, such as supply chain demand planning and financial forecasting.

Manufacturing 115

Manufacturing Forecasting Finance Interactive 115

Smart Data Collective

FEBRUARY 24, 2021

GIS-based weather forecasts are among the most common applications used by state and private businesses as well as ordinary people. Most agricultural apps are easy to understand and offer demo accounts to see how everything works. Current data allows checking what is going on our planet now and making proper decisions.

Big Data 131

Big Data Cost-Benefit Data-driven Software 131

Jet Global

FEBRUARY 10, 2021

Just 10 percent carry out mid-December trial balances, while the same proportion calculate November actuals and one-month forecasts. A further 10 percent calculate October actuals and 2-month forecasts. Struggling to keep up with numerous forecasts (25%). Being able to forecast corporate liquidity requirements (8%).

Finance 98

Finance Uncertainty Forecasting Software 98

Jet Global

APRIL 12, 2021

It’s not just having the most modern tools to calculate and forecast tax payments in unusual times that is the issue, however. Add to this the fact that many tax teams are continuing to struggle to complete their reports and forecasts with manual processes and static spreadsheets, and the challenge becomes even more problematic.

Software 98

Software Uncertainty Forecasting Finance 98

DataRobot

JANUARY 20, 2022

The UK’s National Health Service (NHS) will be legally organized into Integrated Care Systems from April 1, 2022, and this convergence sets a mandate for an acceleration of data integration, intelligence creation, and forecasting across regions. Technology Alliance.

Data-driven 145

Data-driven Experimentation Predictive Modeling Data Warehouse 145

Jet Global

APRIL 5, 2021

Longview Transfer Pricing from insightsoftware is designed to achieve total harmony between your profitability targets, actuals and forecasted data, internal processes, and external auditors. Companies can apply different formulae here, including actual and forecast rates.

Cost-Benefit 98

Cost-Benefit Metadata Forecasting Manufacturing 98

DataRobot

JUNE 29, 2021

Imagine trying to forecast the demand for Clorox wipes back in January 2020 when all you have to go on is quantity sold in the last month or in the same period last year. The above image shows how forecasting bus rides in Chicago became incredibly hard in March of 2020 when everyone suddenly started to work from home.

Machine Learning 80

Machine Learning Data Processing Forecasting Modeling 80

Smart Data Collective

JULY 11, 2019

First of all, you need to have at least basic knowledge of the financial and currency markets in order to forecast trends. Now, these barriers have fallen, because thanks to online guides and demo accounts, anyone can learn how to trade. And second, you need to grow the so-called “trader’s instinct”.

Big Data 104

Big Data Predictive Analytics Forecasting Marketing 104

FineReport

SEPTEMBER 16, 2021

When visitors use the dashboard to view progress, health and forecasts of the project, visitors can view more accurate data more conveniently and efficiently. Therefore, it helps the company to form forecasts whether the project can be delivered before the due. Request Demo. dashboard interface of FineReport.

Dashboards 98

Dashboards Manufacturing Digital Transformation Forecasting 98

Jet Global

JANUARY 29, 2021

In Eagan’s opinion, the best practice to adopt here is to run a provisional tax calculation early on and before the full year-to-date (YTD) figure is complete, then use forecasted figures for the final one or two months of the tax year. A further 10 percent calculate October actuals and two-month forecasts.

Forecasting 98

Forecasting Reporting Software Finance 98

O'Reilly on Data

NOVEMBER 28, 2023

Second, while OpenAI’s GPT-4 announcement last March demoed generating website code from a hand-drawn sketch, that capability wasn’t available until after the survey closed. Third, while roughing out the HTML and JavaScript for a simple website makes a great demo, that isn’t really the problem web designers need to solve.

Enterprise 343

Enterprise Testing Modeling Reporting 343

Jedox

NOVEMBER 23, 2021

If you want to see the solution live, you can already try it out as a demo including a full content description on the Jedox Marketplace. Product portfolio optimization is automated with optimization models, AI-supported forecasts, and portfolio scenarios. Integrated recommendation agents are very helpful when forecasting demand.

Optimization 74

Optimization Forecasting Sales Dashboards 74