IT Operations Dashboard — workflow friction was driving support costs
Dell Technologies · Principal Product Designer · Enterprise SaaSBusiness pressure
- Support tickets for the IT ops dashboard grew ~15% quarter-over-quarter while the platform served 2M+ enterprise users.
- Only ~34% of newly shipped features reached meaningful adoption — leadership questioned ROI on continued investment.
- Product needed a credible AI differentiator without introducing risk to production infrastructure.
User pain
- Incident triage took 12+ clicks across fragmented modules; admins spent ~40% of session time navigating, not deciding.
- Critical alert context was buried under feature-heavy navigation built for breadth, not daily workflows.
- Generic AI suggestions were ignored — no confidence score, no tie to the active alert or system state.
Constraints
- Zero-downtime rollout on a live enterprise platform; no full rewrite budget.
Product strategy
- Reframed the initiative from "dashboard redesign" to "fix the top 5 workflows first" — aligned with PM and eng via support-ticket data.
- Phased delivery: triage workflow → contextual AI at decision points → role-based personalization.
Design decisions
- Restructured IA around jobs-to-be-done from 12 contextual inquiries and 500+ support ticket analysis.
- Introduced progressive disclosure — summary, detail, and action in a single viewport flow.
- Placed AI inline at the triage decision point with visible confidence scores and expandable rationale — not a detached chatbot.
- Contributed 12 net-new patterns to the enterprise design system for cross-product reuse.
Validation
- 16 moderated usability sessions across 3 rounds; A/B test on triage flow with 2,400 users over 6 weeks.
Phased rollout with usability testing and an A/B on triage flow (2,400 users, 6 weeks).