ai market research Articles and Reports

Explore our artificial intelligence research surveys, including qualitative and quantitative findings in healthcare, marketing, process automation, and more.

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Machine Learning Marketing – Expert Consensus of 51 Executives and Startups

When it comes to business applications of machine learning, marketing is always near the top of the list. Modern digital marketing offers a huge volume of quantifiable data for teams to work with, and marketing can be said to take precedent over other areas like customer service and business intelligence because of it's direct tie to driving revenue. Machine learning marketing applications are still relatively novel for most small and medium-sized business, but this may change drastically over the next five years.

Deep Learning Applications in Medical Imaging 5

Job Automation Predictions from 2016 Silicon Valley Survey

Job automation predictions from an individual expert typically draw from years of academic research experience, or time "in the trenches" of industry. With growing interest and speculation on the job market of the next decade, we set out to garner a perspective as to what Silicon Valley thinks about the possibilities of automations in various business tasks.
We wanted to know - what work functions have the most potential for near-term automation?
In the infographics and article below, we explore the survey responses from nearly 80 Bay Area investors, founders, and tech folks - on which business functions have the greatest potential for automation today, and in the coming five years ahead.

How to Apply Machine Learning to Business Problems 4

Machine Learning Industry Predictions: Expert Consensus

In July of 2016, we sent out a series of survey questions to past guests who have been featured on the Emerj podcast, including academic researchers, founders, and executives who are experts in the machine learning domain. In this article, we focus on responses to the following question:

Where to Apply Machine Learning First in Your Business: Expert Consensus 1

Where to Apply Machine Learning First in Your Business: Expert Consensus

Busy and multitasking are understatements for today's executives and entrepreneurs. Machine learning has the potential to help make businesses more efficient, competitive, and profitable, but learning how it works and finding the resources to implement this technology takes time. Where to apply machine learning when first getting started is dependent on a number of factors - industry, structure, current problems - but having an idea of which solutions have proved most efficient for others and derived maximum return on investment is a helpful jumping off point.

Network Intrusion Detection Using Machine Learning 8

Machine Learning Misconceptions – Infographic from our Expert Consensus

Machine learning offers an opportunity to leverage competition and new forms of collaboration in order to yield new products, services, and entire business models... but machine learning misconceptions run rampant.

Where to Apply Machine Learning First in Your Business: Expert Consensus

The ROI of Machine Learning in Business: Expert Consensus

Unlike other components to an enterprises' technology mix, determining the ROI of machine learning is a less-than-obvious process, particularly when solutions are new and little by way of case studies or benchmarks exist.