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Explore

Explore where your teams are slowed down, and map out a roadmap for improvement

Control

Deploy Matterway’s improvements to exactly the right employees and teams

Capture

Capture work on the click-level, as your employees perform it in their actual day-to-day

Measure

Measure how much time your improvements save, and collect ideas for what to improve next

Monitor

Monitor improvements anonymously, and get detailed diagnostics in case they don’t work

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Design together with your employees, how their work should look like in the future

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Develop improvements with low code tools and make improvements robust for usage

The Matterway platform is designed for process improvement teams to quickly improve work together with employees.

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Use Cases
Complex tickets
Banking
AI
Financial Services

Complex Ticket Processing

As part of the automotive OEM’s purchasing process, buyers regularly receive Excel sheets with updated prices for the parts they are responsible for. This data needs to be extracted, enriched with more data from several databases containing technical and logistics information. Afterwards, another sheet needs to be formatted and uploaded to the main supplier database. Often, this process stretches over several days as it is so tedious to execute.
Excel
One Dreive
SiliconExpert
Custom Technical Database
SAP SCM
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
87 → 29 Minutes
Reduction in Required User Actions
869 → 147 Actions
Annual FTE Savings
1.8 FTE
Improved accuracy
Faster ramp-up time
Less employee frustration
Faster turnaround times
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Content
Background Info
Process Overview
UX Improvements
How it Works
Background Info
Type of Company: Back office of a telecom / corporate customer support center
Business Process Scenario:

Customer support back offices handle complex tickets that require investigation across multiple systems. When a high-priority issue arrives, agents must review the ticket queue, extract customer and account details from the CRM, cross-reference billing records and incident logs, identify root causes, calculate appropriate refunds or credits based on company policy, draft personalized resolution communications, and update multiple systems to close the case. The process involves 5+ systems, high context-switching overhead, and significant risk of errors or inconsistent resolutions.
# of Monthly Transactions: 210
Process Overview
Task Description
  1. Manually review each spreadsheet, understand its format and copy paste relevant data into another sheet
  2. Individually look up part numbers in online database, identify missing technical specifications and copy pasta them into a separate sheet
  3. Manually review and identify non-compliant parts from list of specifications
  4. Individually look up part numbers in another online database, access each part's logistics history, download it and enrich it into excel sheet
  5. Manually clean up excel sheet, convert it into CSV and upload it to supplier database
Assisted Task with Matterway
  1. Get assistance for selecting the right data from multiple unstructured excel sheets
  2. Let LLM automatically enrich the sheet with missing specs based on direct access to online database
  3. Let LLM identify non-compliant parts from list of specifications for easy review by the buyer
  4. Automatically access each part's logistics history in another system at the click of a button
  5. Automatically validate and convert files into CSV for final upload to the supplier database
UX Improvements
Toggling between 5+ systems (CRM, Billing, Incident, Outlook, Policy docs)
Manual root-cause analysis through tedious cross-referencing
Repetitive copy-paste of account numbers and case details
Inconsistent resolution quality depending on agent experience
Work on entire task in one single guided view
Intelligent recommendations based on contextual data from all systems
Save time with real-time automation of data entry across systems
AI-drafted resolutions with human review ensure consistent, personalized outcomes
Matterway Solution: How it Works

The Assistant acts as a digital co-pilot that lives on top of your existing support stack. It combines AI-powered automation with human oversight, ensuring every complex ticket is resolved with speed, accuracy, and a personal touch.

1
Queue analysis and case prioritization

The Assistant automatically analyzes the ticket queue and surfaces the most critical customer issues based on priority, context, and severity. The agent sees the highest-impact cases first, with key details already summarized.

2
Contextual data extraction

Once a case has been identified, the Assistant instantly scrapes key details from the CRM, including Account ID, Service Address, and Issue History, without the agent clicking a single button. All relevant context is presented in a single view.

3
Cross-system root-cause analysis

The Assistant navigates the Billing Management System and Incident System in the background to verify account status and identify the root cause of the issue. It cross-references timelines and flags the relevant events for the agent to review.

4
Dynamic action plan proposal

Based on the case details, contextual knowledge, and company policy, the Assistant calculates appropriate refunds or service credits and proposes the exact next steps as an action plan. The agent reviews and confirms before proceeding.

5
Automated calculation and form-filling

The Assistant handles the heavy lifting by calculating the specific service credit amount based on the precise duration of the outage. It then automatically populates the application forms with these details. To ensure accuracy, it prompts the agent for verification before officially applying the credit, turning a complex manual process into a single-click approval.

6
Personalized resolution with human touch

After the agent confirms the resolution, the Assistant automates the repetitive data entry tasks across all systems: updating the CRM, closing the billing case, and logging the resolution in the incident system. It prompts user verification at sensitive moments.

7
Automated system updates

After the agent confirms the resolution, the Assistant automates the repetitive data entry tasks across all systems: updating the CRM, closing the billing case, and logging the resolution in the incident system. It prompts user verification at sensitive moments.

8
Continuous improvement through feedback

The Assistant captures decision traces and user feedback with every resolved ticket. As confidence grows, this drives gradual agentification, allowing the Assistant to handle more steps autonomously over time while maintaining full human oversight.

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Explore More Use Cases

Explore our collection of Matterway Skills for different use cases that highlight the results & task steps before and after Matterway is implemented.

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Matterway is an enterprise-grade, AI-native intelligent assistance platform that simplifies complex employee workflows for large organizations and BPOs. Combining AI agents, automation, UX, and human-in-the-loop capabilities, it helps amplify human potential at scale. Acquired by Cognizant (Nasdaq: CTSH) in October 2025.
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