Machine Learning

Machine Learning and Debt Collection

This is a collection of articles related to the application machine learning to debt collection and accounts receivable management. These articles focus on this innovative area of data science. They will provide you with valuable information and insights on how to optimize your debt collection strategies and tactics by using artificial intelligence and machine learning. In them you’ll learn how ML can help you increase collection rates and accelerate recovery time.

Our well-researched tech content is written by senior members of our leadership team. They are technology specialist with a strong expertise in machine learning and AI.

Amongst the machine learning topics covered in our content, you’ll find:

  • How machine learning can deliver the right message at the right time.
  • How augmented intelligence can improve compliance.
  • How to achieve continuous improvement through ML
  • Why machine learning is one of the hottest topics in banking

We publish new valuable content roughly once a week. That means no endless self-serving advertorials here. Just valuable information to help you craft your strategy.

Other topics of interest

In addition, we also publish a series of white-papers on Omni-channel debt collection and Deployment strategy. Furthermore, we’ve created some very detailed and in-depth Customer success stories. Each story shows you a roadmap of how our clients achieve big results.

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Featured News Story

Machine Learning: Focus Means Success

Companies spend a lot of time, effort, and marketing budget trying to get in the news. But there are some...

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Avoiding Machine-Learning Bias in Digital Collections Communications

If you own an auto dealership, you’ll likely offer a college student the used but affordable compact sedan. You’ll offer...

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4 RMA Conference takeaways from Toronto

I just returned from the 2018 Receivables Management Conference in Toronto.  Overall, it was a great conference — small and...

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Katabat Launches Machine Learning-Powered Debt Collections Software

  Katabat Launches Machine Learning-Powered Debt Collections Software WILMINGTON, DE, Oct. 25, 2018 – Global software provider Katabat has released...

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Katabat Releases Data-Driven Debt Collections Platform Powered by Machine Learning

We are proud to announce the release of Katabat Engage, a new machine learning-powered product that delivers automated digital collections...

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Predictive Analytics: Data Is Useless Until It’s Put into Action

Almost everything we do today leaves a digital trail. When we buy items online or interact with our friends on...

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Katabat to Demo Machine Learning Platform at Kessler Conference

Katabat will host a luncheon at Kessler Group Conference in Melbourne, Australia. The Kessler Group operates in both North America...

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Ray Peloso Featured in Thrive Global Article Discussing Machine Learning and Banking Trends

Katabat’s CEO Ray Peloso was recently featured in a Thrive Global article and video interview about how machine learning can improve...

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It’s Time for AI to Improve Customer Experience

Last year researcher Janelle Shane trained a neural network to generate and name new paint colors by inputting 7,700 examples...

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Predictive Analytics and Entrepreneurship with Ye Zhang

Katabat CTO Ye Zhang has done several interviews in the past few months. A June 19th article from CIO on...

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A Hot Lunch with Machine Learning

Katabat hosted industry experts for an interactive discussion and luncheon last Tuesday in London. There were record hot temperatures in...

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Machine Learning in Collections, Live Event in London June 26th

Join us on Tuesday, 26th of June for a live event on machine learning in London, UK. Katabat’s Kyle Christensen...

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The Scoop on Katabat Artificial Intelligence

These days, artificial intelligence (AI) is such a buzzword that it is hard to promote an AI solution without sounding...

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Artificial Intelligence: Breaking Down More AI Misconceptions

There is no doubt that artificial intelligence (AI) is transforming how we do business. AI holds much promise but is...

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Real Talk About Artificial Intelligence: Forrester Says Invest Now

I recently had the opportunity to attend a webinar hosted by LivePerson and featuring Forrester discussing artificial intelligence (AI). Forrester...

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AI: Balancing Efficiency and Excellence

This is the final post in a three-part series on AI and automation by Katabat’s CTO, Ye Zhang. For the...

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The Hunt for Efficiency

I am obsessed with automation. My friends know that I am a smart home enthusiast. I enjoy setting up every...

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