AI Operations
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Overview
Dashboard › AI Operations
Apr 22 – Apr 29, 2026
Total assets
15,160,398
↑ 2.1% vs last week
Services
34
3 new this period
Transactions
5,527,406
spans / 24h
Avg latency
13.75 ms
↓ 0.8 ms
P95
21.46 ms
↑ 6% w/w
Success
99.88%
15,142,819 ok
Failed
17,579
0.12% error rate
AI anomalies
7
3 resolving · 4 active
AI Insights Auto
Correlated 3 anomalies across 12 services · 14:02 UTC
P99 latency drift on prod-db-07 — likely cause: connection pool saturation
Unusual outbound traffic on SVRSPIQ01 — match: data exfiltration pattern
Patch drift detected — 14 endpoints behind on Windows updates
Request rate over time
7d
requests/sec
baseline
Status distribution
2xx · OK
15,142,819
3xx
22,644
4xx
75,838
5xx
17,743
Asset health · Treeology
42 hosts
Online
Failed
Degraded
Offline
Server
Workstation · 14
Network · 8
Alarms / Triggers
1 critical · 8 warning
| Severity | Host | Trigger | Active | Type | |
|---|---|---|---|---|---|
| › | Critical | prod-db-07 | P99 latency drift | 4m 02s | Active |
| › | Warning | SVRSPIQ01 | Outbound traffic anomaly | 11m 14s | Auto |
| › | Warning | MCH5DCP03 | Disk usage 91% | 1h 03m | Resolved |
| › | Warning | SVRNPS03 | Cert expires 14d | 22m 48s | Auto |
| › | Reset | SVR6HX5K01 | Agent reconnected | 4m 59s | Resolved |
| › | Reset | SVR724ATI | CPU spike cleared | 5m 00s | Resolved |
| › | Info | SVRGSA20 | Patch available · KB5034441 | 3h 12m | Auto |
Threats
SIEM · 24h
Remote Desktop Access
2,341 events
2,341 events
Internal Lateral · 1,108
Internal Scanner · 902
HTTP · 712
MySQL · 643
HTTPS Access · 1,540
Brute Force · 522
SMTP · 318
VNC · 281
SOCKS · 244
DCOM · 201
Throughput (bits/s)
last 5m
WORKSTATIONS
681
SERVERS
237
HTTPS
HTTP
UDP
SSH
Top services
by tx
| Service | Count |
|---|---|
| Demo | 1,128,537 |
| ContentService | 1,179,580 |
| Notification | 659,780 |
| Auth | 412,019 |
| Search | 298,114 |
| Reports | 142,876 |