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Submitted URL: https://go.unit21.ai/e3t/Ctc/GE*113/cTXZX04/MV-QBxq9XlDW7wTHQ1829-mYW6hm-BV5bqJr0N8LB05M5nR32W50kH_H6lZ3m8W8R40Wb4mqb...
Effective URL: https://www.unit21.ai/blog/the-silence-before-the-storm-account-dormancy-and-fraud-detection?utm_campaign=FY24Q1%20-%2...
Submission: On March 11 via manual from CA — Scanned from CA

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Fraud
Fraud Files


THE SILENCE BEFORE THE STORM: ACCOUNT DORMANCY AND FRAUD DETECTION

March 8, 2024


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Silence can be a good thing. In our busy lives, having a quiet moment of
inaction can be a much-needed boost to well-being. But fraud thrives in silence
when it comes to fraud, and sometimes, that silence can be a strong indication
of the calm before the storm. Just as certain actions in accounts can be red
flags for fraudulent activity, so can the opposite - account dormancy.

‍


ACCOUNT TENURE & FRAUD DETECTION. A PATTERN FOR BANKS & FINTECH

‍In our blog series, Fraud Files, which uses data from over 4.05B events on the
Unit21 platform, we’ve covered how timing matters when it comes to account
tenure and fraudulent activities. Check out our previous posts that look at the
rate of true positives for accounts in their 90 days and the differences for
banks and credit unions on fraud detected in the first 14 days of account
opening.  

‍

Account monitoring throughout the entire custom lifecycle - no matter what type
of financial institution - is incredibly important. However, while account
tenure is an important factor when it comes to identifying fraudulent activity,
so is account dormancy - sometimes inaction is just as important as action.

‍


ACCOUNT DORMANCY AND FRAUDULENT ACTIVITY

‍The specific criteria for account dormancy can vary from one financial
institution to the next. Still, generally speaking, an organization will define
an account as dormant if there is no customer-initiated activity within a set
timeframe.

What is the timeframe that sets the marker for a dormant account? As we
mentioned, it can vary by the financial institution, but our data shows that the
common strategy for flagging accounts as dormant is typically between 30 and 180
days. However, the average flagged account for potential dormancy shows almost a
year of inactivity—317 days, to be precise.

So what does this mean, and how can financial institutions leverage dormancy as
an effective way to identify - and fight - fraud?

‍

 * The dormancy detection window shows the need for a long-term strategy
   This typical flagging window - and the average days of inactivity on a
   flagged account - indicates that financial institutions need a long-term
   strategy for monitoring and assessing the risk of dormant accounts since
   these may fly under the radar for extended periods.



‍

 * Average reactivation transactions are significantly higher than the rules
   criteria:
   The average transaction amount that reactivates a dormant account is 17 times
   higher than the average transaction threshold set in the rule criteria. If
   you zoom in on the data, you can see that, for example, wire accounts have an
   average reactivation transaction amount of over $30,000 with an average
   dormancy period of 316 days. Internal transfers show an average reactivation
   transaction amount of over $24,000 with an average of 333 days of dormancy.
   This could signify that when dormant accounts are reactivated, they are often
   done with substantial transactions. Of course, these transactions might be
   legitimate, high-value customer transactions - but they could also be
   potential indicators of fraudulent activity.
   ‍
 * ‍Transactional Patterns and Risks:
   As always, different types of transactions can carry different meanings,
   especially when it comes to risk and compliance. Specific transaction types
   such as ACH, Wire, Card Purchase, and Crypto Buy have been highlighted with
   average flagged transaction amounts, suggesting that different types of
   transactions have varied risk profiles when associated with dormant accounts.
   Our analysis indicates that customer-set thresholds for dormant account
   reactivations are potentially too low, as evidenced by the average actual
   reactivation amount being significantly higher than the alert trigger point.
   While customers' rules anticipate a reactivation transaction of $1,081 after
   181 days of inactivity, the real-world data shows an average of $12,531 after
   339 days. This mismatch suggests that many of the alerts generated under
   current settings may be false positives. Adjusting the threshold settings
   closer to the observed averages could reduce these false alerts, allowing for
   a more accurate and efficient identification of actual risks. This
   information is critical for tailoring fraud detection systems to be sensitive
   to the nuances of each transaction type.
   
   
   



‍


THE TAKEAWAY

‍We’ve examined account tenure as an important indicator of potentially
fraudulent activities and why it’s so important to consistently and actively
monitor accounts. Financial institutions have a better chance of recognizing bad
actors and preventing fraud by understanding the potential risks associated with
account dormancy, especially as the data reflects that reactivation transactions
are significant. 

We recommend defining dormancy at your organization and avoiding using general
monitoring defaults such as 30, 60, or 180 days. 



‍

At Unit21, we understand the need for flexibility.  Our configurable
infrastructure allows you to define your own timeframes for monitoring dormancy
to match your organization’s specific risk profile. Proper tagging, feedback on
reactivation transactions, and a clear understanding of what might be fraudulent
and genuine reactivation are key ingredients to fighting fraud. 

‍

Book a demo to see how you can better detect, investigate, and report bad actors
throughout the customer lifecycle.

‍

SHARE



RELATED ARTICLES

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KNOWING YOUR FRAUDSTER STARTS WITH KNOWING YOUR CUSTOMER

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BANKS AND CREDIT UNIONS VS. FINTECH: A TALE OF TWO FRAUD TRENDS

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UNIT21’S 2023 PRODUCT HIGHLIGHTS: A YEAR OF GROWTH AND INNOVATION

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