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The Knowledge Base Article Generator Agent automates the process of generating knowledge base articles from resolved help desk tickets. Using GenAI, this agent analyzes the resolution steps of closed tickets and creates structured, searchable articles for future reference. This reduces the workload on IT staff and ensures that the knowledge base remains up-to-date with the latest troubleshooting techniques. By automating this process, the agent helps create a repository of solutions that can be easily accessed by both IT teams and end-users. This agent provides high ROI by reducing the time spent on creating documentation, improving response times for recurring issues, and minimizing duplicate tickets.
Accuracy
TBD
Speed
TBD
Sample of data set required for Knowledge Base Article Generator Agent:
Ticket ID | Issue Category | Issue Description | Resolution Steps (Summary) | Resolution Time | Technician Notes |
---|---|---|---|---|---|
1001 | Software | Application crash on startup | Reinstalled the application and updated to the latest version | 1 hour | User needs to update the app regularly to avoid similar issues. |
1002 | Network | Unable to connect to Wi-Fi | Restarted the router and reset network adapter settings | 45 minutes | Wi-Fi settings need to be optimized for better performance. |
1003 | Hardware | Computer not booting | Replaced the faulty hard drive and reinstalled OS | 2 hours | The hard drive showed multiple bad sectors during diagnostics. |
1004 | Email account login issues | Reset the email account password and enabled 2FA | 30 minutes | Ensure the user sets up a strong password to prevent future issues. | |
1005 | Security | Unauthorized login attempt | Blocked the unauthorized IP and updated security settings | 1 hour 30 minutes | User should enable multi-factor authentication across accounts. |
1006 | Software | Slow application performance | Cleared cache and reinstalled the app | 1 hour | The issue was due to excessive cached data. |
1007 | Network | VPN connection fails | Updated VPN client and reset connection settings | 50 minutes | VPN client needed manual configuration for the network settings. |
1008 | Emails bouncing back | Updated mail server settings and verified email domain | 1 hour 15 minutes | Mail server needed a security patch. | |
1009 | Security | Suspicious email received | Quarantined the email and updated security protocols | 40 minutes | The email was part of a phishing attempt. |
1010 | Hardware | Monitor flickering | Replaced the faulty HDMI cable and updated display drivers | 1 hour 10 minutes | HDMI port showed signs of wear. |
Sample output delivered by the Knowledge Base Article Generator Agent:
Company Knowledge Base - Resolved Help Desk Tickets
Ticket 1001: Application crash on startup
Category: Software
Problem Summary: The user reported that an application crashes every time they attempt to launch it.
Step-by-Step Solution:
- The existing version of the application was uninstalled from the user's machine.
- A fresh version was downloaded from the official website.
- The latest version of the application was reinstalled successfully.
- Post-installation checks confirmed that the issue had been resolved and the application no longer crashes.
Additional Notes: It is recommended to keep the application updated to avoid such issues in the future. Regular updates ensure compatibility with newer system versions and prevent performance issues.
Keywords: Application crash, reinstall, software issue, version update
Ticket 1002: Unable to connect to the Wi-Fi
Category: Network
Problem Summary: The user experienced an issue where their device was unable to connect to the office Wi-Fi network.
Step-by-Step Solution:
- The wireless router was rebooted to clear any temporary network issues.
- The network adapter settings were reset using the command prompt to ensure the system was correctly configured for Wi-Fi.
- Connection to the Wi-Fi was tested and confirmed to be working post-reset.
Additional Notes: Users should ensure that Wi-Fi settings, such as the network adapter, are optimized for better performance. Regular router reboots can prevent such issues.
Keywords: Wi-Fi connection, network adapter reset, router reboot, network issue
Ticket 1003: Computer not booting
Category: Hardware
Problem Summary: The user reported that their computer was failing to boot up.
Step-by-Step Solution:
- A diagnostic check was run on the computer hardware, identifying multiple bad sectors on the hard drive.
- The faulty hard drive was replaced with a new one.
- The operating system was reinstalled, and the computer booted successfully post-installation.
Additional Notes: Hardware diagnostics should be run regularly to catch issues before they cause major disruptions. Data backups are highly recommended.
Keywords: Computer boot failure, hard drive replacement, bad sectors, OS installation
Ticket 1004: Email account login issues
Category: Email
Problem Summary: The user could not log into their corporate email account due to authentication issues.
Step-by-Step Solution:
- The email account password was reset, and the new password was shared securely with the user.
- Two-factor authentication (2FA) was enabled for enhanced security.
Additional Notes: It is recommended that users regularly update their passwords and use strong, unique passwords to prevent unauthorized access.
Keywords: Email login issues, password reset, two-factor authentication, security enhancement
Ticket 1005: Unauthorized login attempt
Category: Security
Problem Summary: The user received a notification about an unauthorized login attempt on their account.
Step-by-Step Solution:
- The unauthorized IP address was immediately blocked from accessing the account.
- The account's security settings were updated to prevent future breaches.
Additional Notes: Users should enable multi-factor authentication and regularly review account security settings. Security training for employees on recognizing phishing and other threats is also advised.
Keywords: Unauthorized access, account security, IP block, multi-factor authentication
Ticket 1006: Slow application performance
Category: Software
Problem Summary: The user reported slow performance when using a business-critical application.
Step-by-Step Solution:
- The application's cache was cleared to free up memory and improve speed.
- The application was reinstalled to ensure optimal performance.
Additional Notes: Regular cache clearing and updates can help maintain application performance.
Keywords: Application performance, cache clearing, app reinstall, slow software
Ticket 1007: VPN connection fails
Category: Network
Problem Summary: The user was unable to establish a VPN connection, preventing access to secure internal resources.
Step-by-Step Solution:
- The VPN client was updated to the latest version.
- The connection settings were manually reconfigured to match the network requirements.
- A successful connection was established after the update and reconfiguration.
Additional Notes: VPN configurations may vary based on network settings. Ensure the VPN client is regularly updated to maintain compatibility.
Keywords: VPN connection, VPN client update, manual configuration, network access
Ticket 1008: Emails bouncing back
Category: Email
Problem Summary: The user’s outgoing emails were bouncing back due to invalid mail server settings.
Step-by-Step Solution:
- The mail server settings were updated to ensure compatibility with the company's mail system.
- The email domain was verified, and the email flow returned to normal.
Additional Notes: Email server settings should be checked regularly to avoid communication breakdowns.
Keywords: Email bouncing, mail server update, domain verification, email issues
Ticket 1009: Suspicious email received
Category: Security
Problem Summary: The user reported receiving a suspicious email that appeared to be part of a phishing scam.
Step-by-Step Solution:
- The suspicious email was quarantined to prevent further access.
- Security protocols were updated to prevent such emails from reaching users in the future.
Additional Notes: Employees should be trained to identify phishing attempts. Suspicious emails should be reported immediately to the security team.
Keywords: Suspicious email, phishing, email quarantine, security protocols
Ticket 1010: Monitor flickering
Category: Hardware
Problem Summary: The user’s monitor was flickering intermittently, affecting their ability to work.
Step-by-Step Solution:
- The HDMI cable connecting the monitor was replaced, as it was found to be faulty.
- The display drivers were updated to ensure compatibility with the system.
Additional Notes: Regular hardware checks should be carried out to prevent issues caused by wear and tear.
Keywords: Monitor flicker, HDMI cable replacement, display drivers, hardware issue
End of Report