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Archive for the ‘Scoring’ Category

Business Credit Reports are Now Free!

July 15th, 2009 by Cortera

How does “free” sound? That’s right. Cortera is your source for free business credit reports on over 6 million companies. That might sound crazy, but we believe it’s time for you to have easier and less expensive access to business credit information so that you can make better business decisions. If you’re tired of expensive, long-term contracts to access credit reports from the Other Guy, you’ve come to the right place.

You’re probably thinking, “c’mon, there must be a catch.” There’s not. We’ve been compiling credit reports the same way the Other Guy does for more than 10 years. Thousands of customers rely on our credit reports every day to support their business risk management. They love the accuracy and ease-of-use of our credit reports. We think you will too.

So stop spending too much and getting frustrated by the Other Guy.  Start using Cortera’s free business credit reports instead.

The Other Guy’s Pricing is from the Dark Ages

The cost of collecting and distributing business information drops every year, yet the public continues to pay as if business credit data was still being gathered in the coffee houses and counting rooms of the 1860s. With the Other Guy, you get locked into “unlimited access” programs with complex pricing schemes that increase exponentially every year. You’re locked in so that their shareholders stay happy. What about your happiness? Why aren’t you reaping the savings from technology innovation?

You get those savings with Cortera. Start with our free business credit reports and upgrade to low-priced premium reports or nearly-free monthly subscriptions if you like what you see but need more information. And cancel any time you like. If you don’t like our products, we don’t deserve your business.

You Can Have High Quality at Inexpensive Prices

As a credit and collections technology innovator for the last 16+ years, we feel it is time for a change in the commercial credit reporting space. By listening to our highly active user community and delivering the solutions they really want, we have earned the respect and trust of some of the largest companies in the world. We’ve heard you loud and clear that you want better information at fair prices. So our mission is simple – we’ll continue to listen to your needs and deliver high quality information in return.

Getting Started is Easy

Visit www.cortera.com to start searching the 6 million free credit reports available today. The reports include business contact information, business demographics (revenue, number of employees, industry and more) and a payment rating. If you need more, we have a premium report that includes detailed payment behavior data, trade lines, and more for only $3.00. That’s a fraction of the price the Other Guy charges. We also have nearly-free monthly subscriptions for unlimited access.

Stay tuned. There’s more exciting stuff coming your way soon.

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Collectile Dysfunction. What were we thinking?

May 20th, 2009 by Alex Coté

You might have noticed that we launched a new, satirical marketing campaign a couple of weeks ago to help bring attention to the important and increasingly difficult commercial accounts receivable management function. Now more than ever it is essential that organizations operate at peak performance across all levels of risk management, yet often times credit and collections functions are still viewed as back-office non-essential departments. Obviously this is not the case, especially in 2009.

In the world of “do more with less”, we hope that “Collectile Dysfunction” added some comic relief to your increasingly busy and often stressful day. Whether you love it or hate it, laughed out loud or think it is just another juvenile stunt to get attention, there is common ground among credit and collections pros that companies now more than ever need to keep pace with the current economic challenge. I’ve been on the road visiting customers throughout the spring and every company lists off a common set of stress points:

  • Increased DSO and delinquencies
  • Increasing internal reporting requirements for lenders, senior management and auditors
  • Layoffs throughout the finance organization, especially analyst and collectors
  • Reduced budgets
  • More time in court because of customer bankruptcies
  • Added work of analyzing partners and suppliers
  • More analysis of private company financials
  • Higher than usual friction with sales
  • Collections challenges as entire portfolios are becoming more risky
  • Surprises in the portfolio as good customers are going bad

We reported just this week that the national percent past due average now stands at 12.95% with 40 states worsening month over month. Clearly, despite some well publicized “signs of improvement” businesses are still struggling to pay their bills in timely manner stressing the entire cash conversion cycle. To make matters worse the aggregate amount of US commercial A/R debt over 90 days past due has grown 15.4% over the last four months. This is a concern given the fact that the later the payment, the more likely the supplier will not be able to collect.

While the Collectile Dysfunction or the CD Campaign is a tongue and cheek approach, the message is clear and well known by credit and collection professionals-many organizations need help and need help now to regain control over their portfolio. This is not a criticism, but simply the current reality and result of long-term company cultural norms that tend to focus on near-term sales goals with little attention to the risk of being ultimately paid for their products and services. As result the upfront risk assessment and ongoing management of the A/R portfolio tends to be underfunded and under staffed.

Do any of the following sound like your company?

  • Sales & senior management overriding credit line decisions
  • Orders being released off credit hold to make a shipping deadline or quarterly number
  • Auto setup of “courtesy credit lines” without credit providing guidance or input
  • Credit decisions based on “personal” relationships or history rather than factual analysis
  • Requests for modern software and information falling to the bottom of the IT & budget priority list

Perhaps one of the positive outcomes of the credit crunch and recession is that senior management is now increasingly listening to their A/R leadership while in boom times perhaps they did not-hopefully in an effort to eliminate their “CD” for good.
We are passionate about bringing attention to the often overlooked trade receivables side of the struggling US economy. If the CD campaign helps draw attention to the issue and gets you the support and tools you need most, we’ve succeeded.

Tell us what you think.

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What kind of scoring is best for you?

April 27th, 2009 by Alex Coté

My last post, posed the question: are predictive models still relevant in today’s economic climate? As expected it generated a fair amount of discussion both on and off the blog. Thank you for all of your comments. Let’s continue the dialogue.

A Quick Poll…

Scoring isn’t dead, but the type matters

In this market, it’s fair to be skeptical, but abandoning all forms of scoring completely would likely do more harm than good. Having some method of consistently evaluating and rank ordering customers remains the best, most efficient way to manage these relationships for both upfront credit decisioning and ongoing portfolio monitoring and collections activities. However, carefully choosing the type of model and conducting some near-term validation is certainly warranted. Based on discussions with a variety of credit and collections professionals, this market appears to be leaning toward a more point-in-time view of their prospects and current customers such as:

  • financial statement-based scoring (for both public and private companies). Many reported more sharing of private financial statements than prior to the economic crisis.
  • more judgmental, short-term payment history scores that focus on the current state of the business rather than trying to predict future payment behavior using models that may no longer be valid. Some of the comments from the last post landed on both sides of the debate on whether predictive models are experiencing “model drift” and under or over predicting risk or are these models holding up and still predicting accurately? (we welcome your continued comments on this debate)
  • finding methods to compare internal payment behavior (how they pay me) with external data (how they pay others)

Get a complete view of your portfolio

We also heard from credit pros that they are increasing turning to a variety of information sources to get a better picture of how they are getting paid vs. their peers and then reporting this information back to senior management. This “better/worse” than the benchmark analysis can prove quite enlightening for those outside of the day-to-day credit and collections function. This can take many forms:

  • comparing your own payment experience against an industry benchmark
  • comparing your own payment experience against your credit group benchmark
  • comparing your own payment experience against the broader market

Resources to help you guide your use of scoring into today’s economic climate

Trying to rate and analyze large volumes of both prospective and existing customers, scoring is still a must, especially as many companies have cut staff. Below are some helpful resources* that you can use to guide your assessment of the various options on the market today:

  • Credit Today: Their Credit Scoring Central is probably one of the largest libraries on this topic in a user-friendly, “plain English” format that often includes case studies from credit professionals in many industries.
  • Credit Research Foundation: An early leader and educator on the topic that offers a wealth of research papers and industry studies. The CRF also publishes a variety of publications as well as hosts industry events, seminars and best practice workshops that often cover various forms of scoring.
  • NACM: Business Credit Magazine offers a Resource Library with past coverage of commercial credit scoring articles.
  • Financial Insights: Dana Wiklund and an analyst with advisory firm, IDC recently published this video presentation: “Why Now Is The Time To Validate Your Models

*Please note that some of these are available for a fee or subscription service.

Let’s keep the dialogue going

What are your thoughts on how scoring should be applied and what types of scoring you are using today?

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Are predictive scores still relevant in today’s economic climate?

March 20th, 2009 by Alex Coté

This week I was in Manhattan Beach, California attending a Credit Research Foundation (CRF) Credit and Accounts Receivable Open Forum and an interesting debate broke out during the first day’s agenda: does predictive credit scoring still work? Can it be relied on given the current crisis?

In some ways, this was a surprising debate given that CRF members have been strong proponents of the use of scoring for commercial accounts. On the other hand it shouldn’t be that surprising given that we’ve seen serious debate and blame for some of the current mortgage mess on the use of consumer scoring models and that as leaders in the industry, the CRF members have been quick to recognize changes and adapt. A wide variety of vendors offer credit reports with predictive scores as well as custom models-these products have been a staple of our industry for years. The first two presentations of the conference focused on the state of the global credit crunch and set the stage for a group discussion with the two highly qualified guest speakers. With roughly 200 credit professionals in the conference room representing predominantly larger US organizations the group was eager to share. Both speakers did an excellent job of covering how we arrived in the current crises, what to expect going forward and offered opinions on whether the various stimulus efforts and bailouts would turn around the recession (and when). The host of the open forum then turned to the audience for questions and posed a simple question to get things started: how are you as commercial credit and collections professionals handling the credit crunch?

The first credit manager answered (roughly paraphrasing): “we are scoring every account to make sure we understand their risk going forward”. That’s when the panelists jumped in on scoring. Both heavily questioned the validity of the large debt rating agencies, the consumer FICO score and other predictive models (business or consumer) given the current economic cycle. The debate continued as various practitioners from the audience offered their opinions, as every vendor of the above-mentioned scoring solutions began to squirm in their seat. The group was split and many landed on both sides of the debate.

The debate: do commercial credit scores still predict the future?

It’s a fair question – given the rapid changes in our economy over the past year, can a statistically validated credit or collections score truly predict the future? Can a model based on the last 18 or more months of payment history still predict what is going to happen in the next 6 to 12 months or has the economy moved past the tolerances of the model? This is 2009; nothing seems to be predictable as even the best customers are turning delinquent and current models are suspect at best. Some may argue that by continuing to rely on these models that you are only digging a bigger hole for yourself with a false sense of security.

So, should we stop using scoring? Simply put, no. But there is no “one-sized, fit-all” answer here and I expect a heavy amount of debate in the coming months.

We look forward to your comments below.

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Collecting in Tough Times – Cortera’s Collections Priority Rating – CPR Can Help

January 26th, 2009 by Alex Coté

Commercial Credit & Collections Professionals (within corporations and at 3rd party collections agencies) face one of the most challenging collections environments in a generation. With the economy in a recession and with many banks unable or unwilling to provide debt financing, companies are being forced to rely more and more on their vendors to finance their working capital. As a result, both collections departments and agencies are facing rapidly increasing volumes of delinquent accounts. Lurking inside those increasingly delinquent portfolios are tomorrow’s dead beats and bankrupt companies. However many of those accounts are just temporarily slowing their payments in an effort to get back on their feet. How is a collections or credit professional to tell the difference? How can a collections department maximize performance against key objectives such as Days Sales Outstanding (DSO) in such a challenging environment?

With this tough environment in mind, we are pleased to announce the launch of Cortera’s Collections Priority Rating – CPR℠ to help you prioritize your collections efforts. These days it is essential for businesses to focus their collections activities on their increasing challenging customer portfolios. Cortera Collections Priority Rating – CPR is designed to assist collections departments do just that.

Cortera CPR assists collections departments of all sizes in evaluating customer portfolios for signs of delinquency, highlights changes in payment behavior and provides indications of internal and external events that could impact future payment behavior. Cortera CPR also provides a unique segmentation feature that groups accounts based on overall payment risk. This can assist customers in prioritizing, assigning and ultimately the treatment of past due accounts.

Like all Cortera products, Cortera CPR is offered in a variety of flexible delivery methods:

  • Online via our DIG web portal in report form for individual company analysis at $2.00 (discounts are available for data contributors)
  • Batch via our BOOST product for rapid analysis and segmentation of all or part of your customer portfolio at $0.60 per account scored (discounts are available for data contributors)
  • Web Service via our CONNECT XML for access to all Cortera CPR data elements and easy integration to your existing accounting and collections software.

If you are interested in learning more please call 877-LOWR-DSO (877-569-7376) or complete a short form for a free trial.

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Helping you succeed in a tough economy: Part II

November 12th, 2008 by Alex Coté

A couple of weeks ago I discussed our annual customer conference and how companies are increasingly addressing the various challenges brought forward by our current global economic crises. Below is a quick recap:

  1. Credit policies have more complexity and frequency of changes
  2. The range of data sources and products continues to expand
  3. “Do more with less” – expense reductions are causing changes to credit operations
  4. There is an increasing demand for a view of total risk across the customer enterprise
  5. Collections strategy assignment and design are getting more attention
  6. Small businesses are under greater scrutiny
  7. Customer monitoring is essential

So how can Cortera help?

#1 Review your credit policies and scorecards with one of our experts

We’ve seen credit polices both in terms of the complexity and the number of scorecards in use steadily increasing over the last several months. With the dramatic shifts in risk tolerance and overall industries impacted by the housing industry collapse, now is the time to review your policies and scorecards. We have experts with many years of experience that can help guide your review.

#2 Evaluate and use multiple information sources to save money and increase coverage

Cortera has been a leader in open access to a wide variety of business and consumer information providers for credit decisioning over the last 15 years. Multiple sources are better than one, it’s that simple. We have several documented customer success stories where clients have saved money while at the same time improving their hit rate. With over 20 sources to choose from ranging from global providers to niche industry-specific data now is the time to evaluate additional sources.

#3 “Do More with Less” with more automation and “information waterfalls”

As budgets are put under pressure companies are re-evaluating all aspects of the business looking for cost savings. Cortera customers have already realized solid ROIs though the use of business process automation, but also are increasingly benefiting from the use of what we call “information waterfalls” – through the decisioning process several data bureaus may be accessed to ensure coverage. The first bureau is often a lower cost pull before a more expensive report is accessed. This avoids wasteful bureau pulls when sufficient information is available from a lower cost provider. This same approach can select information based on the size of the credit request, geographic location, industry or small business/consumer. In all cases expensive reports can be avoided by utilizing just the information required for the decision.

#4 Gain a complete view to avoid unintentional exposures

Customers are increasingly looking for a complete view of their entire customer relationships. As companies expand globally, add product lines and acquire new business, managing a single view of the customer becomes more and more challenging. To that end we offer, Cortera LINK and Cortera TREE to identify parent/child relationships, link related corporate entities, help analyze total customer exposure and enable the credit department to allocate credit lines appropriately.

#5 Advance your collection techniques with technology and better information

Cortera offers the eCredit Collections platform to automate collection processes and activities to help you better prioritize and gain efficiencies. Looking to improve your results without software? Cortera recently launched Collections Insights. With Collections Insights you can upload a file of customers and within minutes receive insight on which customers are deteriorating and should be called first.

#6 Watch your small business customers

As consumers struggle with layoffs, less home equity and tighter lending standards pressure will increase on small businesses. Cortera offers access to a wide variety of business fraud, consumer and blended (business and owner) information to help you keep a watchful on eye on this segment of your portfolio.

#7 Monitor your entire customer base for warning signs

With a 41% increase in business bankruptcies over 2007, chances are you had a customer file in 2008. Cortera offers public record monitoring to keep you well informed as well batch portfolio scoring and analysis tools like BOOST to help you spot trends while you can still take preventive actions.

In this, hopefully once in a lifetime, economic climate we’re here to help you not only manage through, but also thrive.

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Helping you succeed in a tough economy: Part I

October 27th, 2008 by Alex Coté

Last week, many members of the Cortera team headed to Miami. No, we were not migrating south for the winter (tempting as it may be when the mercury is once again falling below 40 in New England). Even better, we hosted our annual Cortera Global Customer Conference. The event is an opportunity for our clients to come together from around the world to network, train, and learn from industry experts and each other.

As I reflect somewhat on the annual conference over the years, it is easy to get lost in the logistical details of organizing a wide array of training classes, keynotes, interactive sessions and networking events.

However one thing always shines through and that’s the community itself. This year was no exception. With a tough economy, write-offs and bankruptcy on the rise the group was as united as ever. Having just completed our sixth conference I wanted to step back and look at our goals when we first set out to create an annual global customer gathering:

  1. Enable the community to provide unified product direction and consensus;
  2. Facilitate the community of customers, partners, industry experts and employees to network and interact to form long-lasting business relationships;
  3. Provide an environment dedicated to learning and peer sharing.

Six years ago the annual event started in modest form with product and company update presentations and a few round table sessions spread over a day and a half. In contrast, this past conference evolved into over 30 sessions with six unique tracks, featuring experts and customers often sharing the same stage and in-depth breakouts taking sharing to the next level. What is amazing to me is the genuine enthusiasm and ownership that our customers have shown toward this event.

What is also apparent is how this community and the credit and collections profession has evolved over this time. Here are a few of my observations from the conference. Feel free to comment and leave your thoughts below.

  • Companies are leveraging new techniques, strategies and information to speed the collections process and improve cash flow. It was clear that in many cases through better models they were able to head off issues ahead of time as customer payment patterns deteriorated.
  • Companies are increasingly looking at their entire organization holistically across product lines and geographic boundaries. Credit professionals are now at the forefront of owning customer exposure globally and linking business through various information sources. The concept of Master Data Management (MDM) has emerged as a catch phrase as organization struggle to gain a single source of the “the truth” when it comes to customer information that is often spread across many technology platforms.
  • The changing economic climate continues to move the credit function into a more strategic role in the front office as write-offs and customer bankruptcies challenge the entire organization, not just the credit department. Businesses with strong balance sheets are now consulting with the credit leadership to use this crisis to potentially take market share as weaker competitors are forced to tighten credit line standards.
  • Similarly as the economy pushes closer to an official recession, business fraud is on the rise and the credit function is on the front line of protecting the business. Throughout the conference this theme was consistent in many circles.
  • Businesses are employing a more sophisticated approach to analyzing customers through multiple information sources and complex scoring models, much like financial institutions have leveraged for consumers over the last several decades.

These are just a sampling of what I heard through the many round tables and breakouts; feel free to voice your own comments on the conference.

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Why don’t more credit & collections professionals do batch portfolio scoring? (Part II)

June 23rd, 2008 by Cortera

In my last post I wrote about some hypotheses around why more credit & collections professionals don’t do more batch portfolio scoring.

Here are some thoughts that address each of the barriers in order.

Common Perception

New Reality

Tradition – “I don’t trust credit scores. A credit professional should conduct a more thorough review of trade experience, public records, references etc. in order to truly analyze a company.” In a world of “do more with less,” it’s all about the 80/20 rule. If you learn to trust credit scores on the long tail of your accounts (e.g. individual customers that make up a small percent of your A/R) you will have more time to do the necessary analysis on the larger exposures. The result will be a happier credit manager and a happier CFO.
Hassle – “It’s a hassle. First I have to fight with IT to get the resources to pull the file. Then I have to deal with my sales rep who will then submit the file to corporate for processing. After a week or two I get a file back. It’s just not worth the effort.” The fact is that technology has continued to evolve it’s easier than ever to get data out of source systems. If your IT person tries to tell you otherwise, it’s more likely that they are trying to avoid a bit of work than anything else. Also, if you are contributing your trade tape to one of the bureaus, you have a starting point for portfolio scoring right there.
Separately, new batch portfolio tools like BOOST put you in charge. You upload the file, you get the file back, you decide how and when to download and analyze the results.
Overwhelmed – “I don’t know what to do with the data when I get it back. If I get scores back on 5,000 accounts, where do I start and how do I make sense of it?” The easiest thing is to dump the file into a spreadsheet and sort it by credit score. If you have added corporate linkage to your file you can sort on LINK ID and then sort by score. And just as its easier to get data out of source systems, it is also much easier to get data back into source systems for further analysis and/or credit limit setting and order blocking.
Budget – “Where do I get the budget for it? It’s a large one-time fee that could potentially consume my entire budget for the year.” It might be a bit counter-intuitive but batch scoring could actually give you more data for less money. The following example helps to illustrate the point:Company X has 10,000 customers and typically pulls 1,000 credit reports per year on the largest customers at an average cost of $10.00 per report. For the 9,000 smaller customers, the credit department may do a bank reference or a trade reference, but probably not.What if Company X spent that $10,000 budget in the following way:

  • Batch score the entire portfolio once per year for $0.50 per record: $5,000;
  • Batch score the largest 1,000 customers quarterly for $0.50 per record: $2,000;
  • Pull credit reports (and do other analysis) on the largest 600 customers for $5.00 per report: $3,000.

It’s the same $10,000 budget but every account has been touched at least once, the largest accounts have been analyzed quarterly using a consistent score and there is still time and money left over to do detailed reviews on the very largest customers as and when needed.

Freshness – “Batch scoring is a good way to get a view of the portfolio at a point in time, but what about the other 11 months of the year? I’d rather pull a credit report as and when I need it so I get the most recent data.” See the example above. Using the right tools, you could end up with more data on your key accounts than you’ve ever had before. You may even have budget left over to batch score smaller portfolios on an ad hoc basis throughout the year.

As ever, let us know what you think.

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Why don’t more credit & collections professionals do batch portfolio scoring? (Part I)

June 17th, 2008 by Cortera

This month when we introduced our new BOOST tool we got some interesting reactions.

This post isn’t a commercial for BOOST, but some background is relevant: BOOST is a self-service batch processing tool that enables the credit & collections professional to upload their portfolio of customers or potential customers, add credit scores to each record and even add corporate linkage. The data comes back in minutes, not weeks.

The reactions? Many of our customers instantly “got it” and rushed to test the new BOOST functionality. However, some of our (typically smaller) customers didn’t quite know what to make of it. They had never done batch scoring before and some didn’t even know what it was.

It made me wonder why more credit & collections professionals don’t do batch scoring. Whether it’s through BOOST or services from other data bureaus, portfolio scoring can offer compelling benefits to the credit professional. In a world where regulators and CFO’s are pushing to have every exposure analyzed at least once per year, batch scoring is a way to meet the requirement while saving the time it takes to physically look at every account. Pricing is very attractive on a per-record basis, often significantly lower than purchasing a full credit report. The big consumer creditors like banks and mortgage companies have recognized this value and done portfolio scoring for years.

So why don’t more commercial credit professionals take advantage of it? My sense is that the reasons are more to do with conditioning and habits than anything else. From watching the industry and listening to some of our customers, here’s my list in order of what I’ve heard most often:

1) Tradition – “I don’t trust credit scores. A credit professional should conduct a more thorough review of trade experience, public records, references etc. in order to truly analyze a company.”

2) Hassle – “It’s a hassle. First I have to fight with IT to get the resources to pull the file. Then I have to deal with my sales rep who will then submit the file to corporate for processing. After a week or two I get a file back. It’s just not worth the effort.”

3) Overwhelmed – “I don’t know what to do with the data when I get it back. If I get scores back on 5,000 accounts, where do I start and how do I make sense of it?”

4) Budget – “Where do I get the budget for it? It’s a large one-time fee that could potentially consume my entire budget for the year.”

5) Freshness – “Batch scoring is a good way to get a view of the portfolio at a point in time, but what about the other 11 months of the year? I’d rather pull a credit report as and when I need it so I get the most recent data.”

Next time I’m going to address some of these barriers to adoption. In the mean time, tell us what you think.

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