Enterprise IT Copilot

Telecom & media enterprise IT operations ยท Demo environment

AI-governed IT operations command center

Knowledge Intelligence

Trusted answers, continuously improved

The Knowledge Agent grounds every answer in approved sources, then reports where knowledge is missing, stale, duplicated, or unhelpful.

Tickets without matching KB

1,340

New articles drafted by AI

86

Articles with low helpfulness

42

Knowledge reuse rate

64%

Most used KB articles

Highest reuse across employee self-service and agent answers.

  • Reset MFA method for corporate devices

    9,120 uses this quarter

    4.6 / 5
  • Teams call quality troubleshooting

    6,480 uses this quarter

    4.2 / 5
  • Request application access via portal

    5,240 uses this quarter

    4.0 / 5
  • VPN client reinstall for field laptops

    3,910 uses this quarter

    4.1 / 5

Knowledge gaps and hygiene

Missing, outdated, duplicate, and retirement candidates.

  • Conditional access app failures

    418 tickets with no matching article

    Missing
  • Device refresh VPN steps

    Last updated 14 months ago

    Outdated
  • Teams audio troubleshooting

    3 near-identical articles

    Duplicate
  • Legacy Office install guide

    Helpfulness score 2.1 / 5

    Retire
  • ServiceNow macro for access issues

    Would deflect ~1,900 tickets/yr

    Missing

AI recommendations

Actions queued for knowledge management review and approval.

Create KB article for conditional access app failures
Update device refresh VPN steps
Merge duplicate Teams audio troubleshooting articles
Retire outdated Office install article
Add ServiceNow macro for common access issue