AI Articles and Analysis about Process automation

Explore articles and reports related to artificial intelligence for process automation, including applications in report generation, data entry, recruitment, and more.

AI for Credit Scoring - an Overview of Innovation

AI for Credit Scoring – An Overview of Startups and Innovation

Several companies offer AI-based credit scoring applications to banks and enterprise creditors looking to better understand the risk associated with their potential borrowers. Traditional methods of credit scoring take into consideration the credit histories of potential borrows, but this might not allow certain people access to credit despite the fact that they could pay their loans back when their payments are due.

"Psuedo-AI" and When It's Okay for Humans to be Behind the AI

Pseudo-AI – When “AI” is Really a Human, but That Might be Okay

One of the biggest problems facing business executives when it comes to adopting AI is determining whether a company is truly leveraging AI or simply using the term as a marketing strategy. We have discussed rules of thumb for assessing the authenticity of AI companies in previous articles based on insights derived from hundreds of interviews with industry experts and AI researchers over time.

An Overview of AI Document Digitization in Finance

An Overview of AI Document Digitization in Finance

There are several companies claiming to offer AI document digitization solutions to banks, insurance enterprises, and other financial institutions. We found that these solutions are intended to help financial institutions with at least one of the following business problems:

Artificial Intelligence in the European Retail Industry

Artificial Intelligence in the European Retail Industry

Forrester estimated that online sales in Western Europe will grow at an average of 11.9% annually until 2022. Over this period, 21% of non-grocery retail sales will be online. We see AI as continuing to find its way into the retail industry. This report specifically focuses on innovation in the European retail industry. In it, we cover vendors offering AI software across three applications:

AI in the Automotive Industry – Insurance and Self-Driving Car Applications

AI in the Automotive Industry – Insurance and Self-Driving Car Applications

Statista estimated that the market for partially autonomous cars will be at $36 billion by 2025, and the market for fully autonomous cars will be at $6 billion. We researched the automotive space to discover how and where AI might be driving business value for companies in the auto industry. The companies in this report all claim to offer one of two sectors of the industry:

Crowdsourced Machine Vision Training - Use Cases and Explanation

Crowdsourced Machine Vision Training – Use Cases and Explanation

Data is essential when it comes to building machine learning models for business applications. A strong AI strategy is predicated on data that is specific to the business problem a company is trying to solve, as outlined in our recent article: Data Collection and Enhancement Strategies for AI Initiatives in Business. When it comes to executing on that strategy, oftentimes the first thing a company needs to do is collect some or all of the data it will need to build the right machine learning model for its use case.

Document Search and Data Mining in Insurance - Claims Processing, Fraud Detection, and Data Management

Document Search and Data Mining in Insurance – Claims Processing, Fraud Detection, and Data Management

This article was originally written as part of an in-depth AI report sponsored by Iron Mountain, and was written, edited and published in alignment with our transparent Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Thought Leadership Services page.

Data Search and Discovery in Oil and Gas - a Review of Capabilities

Data Search and Discovery in Oil and Gas – a Review of Capabilities

This article was originally written as part of an in-depth AI report sponsored by Iron Mountain, and was written, edited and published in alignment with our transparent Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Thought Leadership Services page.

Process automation

Explore articles and reports related to artificial intelligence for process automation, including applications in report generation, data entry, recruitment, and more.