collections

One of my students (from the UCI Extension Predictive Analytics Certificate in which I teach Business Goals for Predictive Analytics) sent me this article on Toyota Financial Services and its use of data science, predictive analytics, in collections. It’s a great example of how to use analytics to improve your business outcomes and well worth a [...]

Experian’s PowerCurve platform was released in 2012 (I blogged about it here) and has been expanding and rolling out since then. It consists of a set of Data Management and Decision Management capabilities supporting a set of application across Originations, Customer Management and Debt Management. Fraud prevention and identity verification capabilities can be integrated with [...]

Decision optimizer is one of FICO’s Decision Management Tools and is designed to address some specific challenges in customer decisioning, particularly that there are often competing objectives and very large numbers of customers (and thus customer decisions) involved. Combine this with the many possible action combinations, uncertainty about what customers might do, as well as [...]

Experian has recently renovated their decision management platform – now called PowerCurve™. Experian’s clients generally need to achieve one of four goals – increase revenue through market share growth; controlling risk to manage exposure and reduce losses; increased operational efficiency; or compliance. These goals obviously drive you to using Decision Management Systems and to use [...]

FICO Xpress Optimization Suite is part of the FICO Decision Management tools suite. It can be used in conjunction with various FICO applications too. It is used directly with their Marketing product and is embedded in their Decision Optimizer product that can generate optimal rules for their Originations, Customer Management, Collections and Fraud products. Outside [...]

I have blogged about code effects’ Web Rule product before. This rule editor and execution environment supports both execution rules (that have an action to take) and evaluation rules (that just return true/false) as well as an IntelliSense/type ahead editor based on an XML object model. Rules in this product are closer to a ruleset [...]

I got an update from Predixion Software recently. Predixion, as I have blogged before, was founded in 2009 and is focused on disrupting the predictive analytics market by making it easier to build and deploy predictive analytics. Their core belief is that success with predictive analytics is going to require the broadening of the range [...]

This session is focusing on three specific functional areas – customer intelligence, financial crimes/fraud and risk management. Customer Intelligence The landscape of Customer Intelligence involves the growth of empowered consumers thanks to the proliferation of channels, the explosion of data and the evolving CMO role as they have to balance analytical and creative. SAS’s vision [...]

Time for a quick session or two at FICO World. Chip Clarke and Andrew Beckman presented on the use of customer-level TRIAD to continuously improve their collection results for their retail banking products – to do “Adaptive Control”. Adaptive control, for those not familiar with the term, means continually challenging the way you make decisions [...]

A panel of customers (TXU Energy, Pfizer, NY State Dept Taxation and Finance – one of my favorite Decision Management stories and included in this white paper for instance) discussed how to link processes to performance management with Daryl Plummer  of Gartner and the folks from ebizQ. No attempt to make a coherent story, just [...]

I caught up with a new (to me at least) decisioning platform recently. Scorto works with credit organizations to manage credit risks and make objective decisions when selling mass credit products. They offer what they refer to as decision support (but I would call blended decision management and decision support) in everything from personal/small commercial [...]

Next up in my SAS day was a panel on optimization. Bobby Hull of BGF Industries and Bill Nowicki of the Carolina Hurricanes were joined by Larry Mosiman of SAS on a panel hosted by Tammi Kay George. BGF is a leader in high-end composites and textiles. The Carolina Hurricanes, of course, are an NHL [...]

This week’s event calendar is below. The intent of this weekly post is to focus on web events coming in the next few weeks and conferences in the coming months. If you know about web or physical events around business rules, analytics, optimization or decision management, please let me know – james@decisionmanagementsolutions.com. Web Events: Infocentricity [...]

Syndicated from ebizQ Following on from yesterday’s post on analytics, let’s talk about predictive analytics. Another phrase I picked up while working at FICO was this one: Predictive analytics turn uncertainty about the future into usable probability Again, I don’t know if the phrase originated there or was just in common usage but it always [...]

Predigy is a technology originally developed by Intelligent Results (founded in 2001) that was acquired by First Data in 2007. It was originally focused on the military (particularly on the analysis of unstructured data) but has subsequently moved into commercial applications. Predigy is now a decisioning platform with some applications in banking, collections, telecommunications and [...]

Graham Hill wrote a piece on Evidence-based CRM that focused on evidence-based CRM programs and it made me think about evidence-based CRM processes. To me, evidence-based CRM means customer relationships, and thus customer treatments, that are based on evidence (data) and not judgment, hope, guesswork etc. It means making offers that you have evidence this [...]

Jeff Bernstein of Strategem Portfolio Services gave an overview of the latest developments in collections. Jeff’s company has a product called Strategy Director (about which I blogged before). Jeff does a lot of work with collections groups and all too often sees a failure to implement analytics even where those analytic models are being developed [...]

Delivering the best value proposition using segmentation is a multi-step journey with 6 main steps and some critical differences from other analytic approaches: Define Segmentation Objectives The first step – deciding why to build a segmentation scheme – is important but often overlooked. Reasons may include declining financial performance, changes in strategy or market trends [...]

I saw a post today on medical credit scoring that made me think I should post something about how credit scoring can be used in healthcare. Now saying that, of course, makes everyone nervous – are we talking about refusing people treatment because of their credit score? Why should financial questions like credit worthiness have [...]