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Use Cases
Unusual Activity Reporting Triage
Banking
AI
Financial Services

Unusual Activity Reporting Triage

Review reports of unusual customer activity by investigating account & transaction data, and route them to the appropriate expert team for further action.
Custom-Built Fraud Case Management System
Microsoft PowerApps
Microsoft Outlook
Custom-Built Transaction Processing System
Reduction in Average Handling Time
24 → 9 Minutes
Reduction in Required User Actions
202 → 27 Actions
Annual FTE Savings
15 FTE
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Reduction in Average Handling Time
40 → 13 Minutes
Reduction in Required User Actions
235 → 41 Actions
Annual FTE Savings
7.6 FTE
Faster processing times
Minimized financial damage
Lower risk of reputational damage
Faster ramp-up time
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Content
Background Info
Process Overview
UX Improvements
How it Works
Background Info
Type of Company: Back office of an international consumer bank
Business Process Scenario:

Banking branch employees are frequently approached by customers reporting unusual or fraudulent activity related to their names or bank accounts. These cases are logged in a fraud case management system and forwarded to the bank’s back-office team. This team then performs an initial review of each case, confirms its intake, and routes it to the appropriate investigating team on the client side for mitigation action.
# of Monthly Transactions: 3,500
Process Overview
Task Description
  1. Review case data in several systems
  2. Review transaction data
  3. Decide on appropriate course of action
  4. Compile case summary
  5. Update case and write correspondence note
Assisted Task with Matterway
  1. Automatically collect data and identify fraud type
  2. Intelligent recommendations based on transaction data
  3. Reflect the latest SOPs right in context of work
  4. AI-drafted & human-reviewed case summary
  5. Automatically update case to resolve task faster
UX Improvements
Toggling between tabs and systems
Error-prone multi-step process
Repetitive copy & paste
Work on entire task in one single view
Guided experience & in-built validation
Save time with real-time automation
Matterway Solution: How it Works

The Assistant triggers inside the fraud case management system, where the back office associate picks up on incoming fraud alerts sent by a banking branch employee.

1
Automatic data retrieval & fraud identification

Once the associate clicks on the Assistant, it starts reviewing all relevant data attached to the fraud case management system, as well as a PowerApps form through which the customer has submitted additional information. The Assistant structures the data and presents it to the associate in a single view, along with an indication of the fraud type that is alleged to have happened. At this point, the associate has a chance to take it all in before continuing the investigation.

2
Intelligent recommendations

Next, the Assistant navigates to the bank’s transaction processing system and dives deep into the customer’s account data, including any attached notes and transaction history. At this point, the Assistant is looking to surface any information that would back up the previously alleged fraud type. It guides the associate through this evidence step-by-step, highlighting relevant information in the main system. This way, the associate has an easier time reviewing the situation without having to toggle back and forth. Once the situation is clarified, the Assistant recommends the appropriate course of action, fully aligned with the back office team’s standard operating procedures.

3
Access the latest SOPs

In case the associate wants to double-check, they can access the standard operating procedures right from the Assistant. Once clicked, they’re directed to that part of the SOPs that pertains to the current scenario.

4
AI-drafted & human-reviewed case summary

Once the associate has confirmed that they want to proceed, they are tasked with summarizing the case details and line of reasoning for routing the fraud case to a particular investigating team. With the Matterway Assistant, they get a full AI-drafted summary in line with the previous actions. Of course, they have full control to go in and change the copy, if needed. To allow the AI model to write more refined drafts in the future, they can then rate the AI output with a simple click of a button.

5
Automatically update case for faster resolution

After the associate is happy with the case summary, they can trigger the Assistant to handle the rest of the task for them automatically. This includes attaching the case summary to the fraud case system and adjusting a few fields.

6
Automatically draft & notify the intake

The Assistant drafts an email to the submitter of the fraud case to notify them of its intake and that follow-up action has been triggered. As always, the associate can interject and change details of the communication, if required.

7
Automatically update the fraud case system

Finally, the Assistant attaches a copy of this message to the fraud case system so that the associate doesn’t have to do it manually.

8
Task resolution

At last, a success message provides the associate with a summary of their work, giving them a sense of closure before moving on to the next unusual activity reporting task.

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