Advanced AI Workflow · Al-Ikhsan Sports Sdn Bhd
AI Operational Intelligence
Daily · 05:30
CIO
2 high-priority
13 items in queue
1 policy breaches
1 AI suggestions
AI recommendations for the CIO
Each recommendation has a downstream action wired in.
| Item | Signal | Actions |
|---|---|---|
MEDIUM 43 Microsoft 365 licenses inactive for 90+ days Reclaim and reassign across new joiners to avoid renewing surplus seats at the August anchor. | Cost Optimisation · Saves ~RM 18,600/year | |
MEDIUM 3 Adobe Creative Cloud seats fully unassigned No login activity since reassignment in March — cancel before September renewal window closes. | Cost Optimisation · Saves ~RM 7,800/year | |
LOW Oracle DB Enterprise expires in 21 days Annual renewal of RM 580K requires procurement approval; legal review pending on the new ULA terms. | Renewal Intelligence · Avoid 30-day support lapse | |
LOW VMware support contract renews next month Estimated renewal RM 85K under the Broadcom price book; evaluate Proxmox migration for tier-2 workloads. | Renewal Intelligence · RM 32K potential downside | |
LOW 127 laptops beyond the 5-year lifecycle These devices generated 48% of hardware support tickets in the last 90 days. Recommend Q4 refresh batch. | Asset Intelligence · Lift CSAT, cut tickets ~22% | |
LOW 6 servers projected to hit 90% storage within 2 weeks Add 12TB to the SAN pool or migrate cold tiers to Azure Archive; growth trend is 3.4% MoM. | Asset Intelligence · Prevent service degradation | |
HIGH 24 endpoints missing critical patches >30 days Auto-deploy via Intune ring 3; 4 of these endpoints belong to privileged users. | Security Intelligence · Closes 7 high CVEs | |
HIGH 4 privileged accounts have not enabled MFA Enforce conditional access policy to require MFA on next sign-in; notify owners and IT manager. | Security Intelligence · Removes top-3 audit finding | |
LOW HR ranked #1 in tickets this month — 38% are password resets Roll out SSPR (self-service password reset) campaign + Teams nudge; cuts repeat tickets fastest. | Operational Intelligence · Frees ~120 helpdesk hrs/mo | |
LOW Printer incidents up 27% over 90 days Concentrated in 3 outlets running HP M608 units beyond warranty — propose managed print refresh. | Operational Intelligence · Reduce printer tickets 35% |
KPI dashboard
| Item | Signal | Actions |
|---|---|---|
MEDIUM MTTR (mean time to resolve) | 4.2h · target ≤ 4h · trend ↓ 12% MoM | |
OK AI deflection rate | 71% · target ≥ 55% | |
LOW IT spend / employee | RM 2,783 · benchmark RM 220 |