Status report
“Give me project stats for all projects.”
AI: Phoenix Platform is 33% complete with 1,597 issues (538 closed). Mercury Mobile is 23% complete, on track for App Store launch June 30. Atlas Cloud Migration is the furthest along at 40%. Three projects are in early stages - Orion, Nova, and Helios all under 30%.
Time: 30 minutes of manual report building → 5 seconds.
Capacity check
“Who has the most work assigned this week?”
AI: James Harrison (Tech Lead) has 28 open issues across 3 projects - 12 are Immediate priority. Sarah Mitchell has 14 open. Six engineers have less than 5 open issues - capacity available there if you need to rebalance.
Time: 10 minutes of cross-project filtering → 3 seconds.
Blocker hunt
“What are today’s blockers across all projects?”
AI: 7 blockers tagged today. The big one: issue #2972 (Nova Marketing) - campaign stats not updating. Two issues blocked on external API access. Three blocked on review. Two stale (no update for 5+ days).
Time: ask in standup, wait for everyone → instant.
Milestone health
“Is Phoenix on track for the June milestone?”
AI: Phoenix milestone “v2 launch” - 64% complete, 8 days remaining. Of 22 open issues, 4 are Immediate, 6 High. Velocity in last 2 weeks: 12 closed/week - at this rate, 6 issues likely slip past milestone.
Time: 20 minutes of milestone view + filter → 4 seconds.
Cross-project priority
“What should the team focus on Monday?”
AI: Top 5 across the org: #2972 Nova (Immediate), #2947 Nova (Immediate, dynamic content), #3014 Orion (Urgent, lead-stage validation), #2891 Phoenix (Urgent, billing), #3052 Atlas (Urgent, migration). All 5 ageing 3+ days.
Time: half-hour of dashboard juggling → 5 seconds.
Bulk action (write)
“Create five issues in Phoenix for the new auth flow.”
AI: Created issue #3066 (login screen), #3067 (token rotation), #3068 (session timeout), #3069 (audit log), #3070 (migration plan). All linked to milestone “auth refresh”, assigned to James for triage.
Time: 10 minutes of form-clicking → 8 seconds.