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Mining Your ATM Data: Extracting the Maximum ROI

Brad ZaytsoffbyBrad Zaytsoff
September 20, 2014
in Banking, Payments, Risk & Security
Reading Time: 3 mins read
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This is Part 2 of a two-part series. Read Part 1 here.

© Can Stock Photo Inc. / jeffbankeAs an ATM channel manager, you know that your transaction data is a goldmine. With the right monitoring and analytics tools you can access actionable business intelligence such as individual ATM cash levels and locations where you should invest in more machines. You gain operational intelligence—the ability to quickly troubleshoot performance issues and efficiently direct resources to resolve problems before they have a chance to hurt customer experience and bottom-line revenues.

Though knowing about a goldmine is only the first step. Now you need to build your business case to free up budget, and choose the right “mining” tools to manage critical consumer interactions within your ATM and other self-service banking channels.

Building the case: What’s the ROI?

For most banks, the business case for ATM transaction monitoring and analytics boils down to achieving one or more of the following objectives:

  1. Earlier detection of transaction failures, slowdowns, or anomalies—improving revenues by catching hundred dollar problems before they become thousand or million dollar catastrophes
  2. Faster troubleshooting or investigation of transaction issues—shortening the time between problem identification and normal service level restoration
  3. Improved data for business planning—eliminating barriers to understanding business performance to improve customer experience, net promoter scores, discover new product and service opportunities
  4. Enhanced visibility into processing environment—eliminating “blind spots” (e.g., performance of network and 3rd party services)

An example business impact model shows how you can build the case for investment in enhanced ATM channel monitoring:

A bank with 2000 ATMs, performing 6000 transactions a month, and running with 98.5% availability, will still incur 180K failed interactions in a month. Taking an average of “on us” and “off us” transaction revenue of roughly $0.90 a transaction, 180K failed transactions results in $162K a month, or $1.95M a year in lost revenue.

By investing in enhanced transaction monitoring, you can improve your availability and transaction success rates—users of INETCO Insight monitoring and analytics software have achieved 26% fewer failed transactions. Using that number, your bank would see over a $500K lift in revenues from improved ATM channel availability. And this model doesn’t even take into account the benefits of improved customer experience and business intelligence gained through enhanced monitoring and analytics capabilities.

Additional and more thorough example models can be found here.

Panning out your objectives and requirements

Great—your case has been made for investment in transaction data mining tools. Now how do you start evaluating what you really need to maximize your ROI?  By breaking out objectives from when you were building your business case, coming up with your requirements  for a transaction monitoring and analytics system isn’t that daunting.

Objective Transaction Monitoring & Analytics Requirements
Earlier detection
  • Ability to monitor and alert on problems in real-time (bypass need to wait 1-24 hours until problem records are available)
  • Ability to set thresholds for acceptable service levels (e.g., decline rates below 1%) and be notified of deviations
  • Ability to monitor performance of all components of an application supply chain, including key 3rd party services

 

Faster Troubleshooting
  • Ability to reduce mean-time-to-repair from hours to minutes
  • Ability to research transaction performance problems without need for additional diagnostics
  • Ability to look up recent customer transactions instantly, without waiting for end-of-day or end-of-week data updates

 

Improved Business Planning
  • Ability to access key performance metrics (e.g., decline rates, transaction volumes, etc.) in real-time
  • Ability to access rich transaction information within minutes to spot patterns, trends and anomalies
  • Ability to profile the business and technical performance of any aspect or your environment, including customers, 3rd parties, device types, locations, and types of transactions

 

Enhanced visibility
  • Ability to capture every transaction, regardless of route or type
  • Ability to profile every aspect of a transaction: network, application, and business level details
  • Ability to follow transactions that rely on 3rd parties for part of or all of their processing

 

Every ATM transaction contains nuggets of data, and taken all together, your network is a goldmine of rich operational and business intelligence. The above examples coupled with this even more thorough guide should ensure that you’re well equipped to make the case for, and decide on the right tools to access the gold in them thar hills ATM network.

 

 

 

 

 

 

 

 

 

 

 

Tags: AnalyticsATMbranch bankingdataINETCOSales & Marketing
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